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Dr.(Mrs.) Kamlesh Dutta
Associate ProfessorDr. Kamlesh Dutta, Associate Professor, Computer Science & Engineering Department, National Institute of Technology, Hamirpur (HP)
General Information
| Name | : | Dr.(Mrs.) Kamlesh Dutta |
| Designation | : | Associate Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Date of Birth | : | |
| Date of joining | : |
Contact Details
| Phone | : | 254424 |
| Email ID | : | kd@nith.ac.in |
Specialization
Position Held
| Position | Department Name | Institute Name | Time Period |
|---|
Educational Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| PhD | 2009 | Guru Gobind Singh Indraprastha University, Delhi |
| MTech | 2006 | Indian Institute of Technology, Delhi |
| MS | 1989 | Vladimir State Technical University (Russia) |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|---|---|---|---|
| 1 | Outstanding award | for contribution to the Cisco Networking Academy Program | Cisco Networking Academy Program | 2001 |
| 2 | Selected for Contributory paper for main presentation under the Theme “Improving Quality through Attainment of Learning Outcomes” | in the 3rd World Summit on Accreditation (WOSA 2016) Theme: Quality Assurance through Outcome Based Accreditation, | WOSA 2016 18th- 20th March, 2016 | 2016 |
| 3 | Consolation prize | paper “Reputation Base Trust for Mobile Agents | ADCON 2011 held during 16-18 Decempber, 2011 at NITK Surthkal | 2011 |
| 4 | Best Paper Award | for the paper “Adoption of Video Confrencing in Technical Institutions – a Case Study of NIT Hamirpur”, | presented in the ISTE Section Annual Convention SAC-07 held during Novemeber 18-19, 2007 at NIT Hamirpur. | 2007 |
| 5 | Best Paper Award | Evaluating The Performance of Various Machine Learning Algorithms for Detecting DDoS Attacks in VANETS | 3rd International Conference on Innovations in Computing held on 12-13 December 2019 at CGC College of Engineering, Mohali, India | 2019 |
Research Experience
| Research Interests : | Natural Language Processing, Information Security, Software Engineering | |
| Brief Research Statement : | The area of Natural Language Processing (NLP), in general and development of computational resources for Indian Languages has many goals. Inherent passion for learning languages encourages me to take up Natural Language issues. Information security is another research interest which offers several challenges. |
Journal Publications
| Year | Author(s) | Title & Vol. No. | Journal Name | Indexing (SCI) Web of Science/Scopus |
|---|---|---|---|---|
| 2010 | Kamlesh Dutta, Nupur Prakash, Saroj Kaushik | Probabilistic neural network approach to the classification of demonstrative pronouns for indirect anaphora in Hindi | Expert Systems with Applications | SCI and Scopus |
| 2011 | Kamlesh Dutta, Siddhant Sarthak | Architectural space planning using evolutionary computing approaches: A review | Artificial Intelligence Review | SCI and Scopus |
| 2013 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta, Chetna Gupta | Requirement Reprioritization: A Multilayered Dynamic Approach | International Journal of Software Engineering and its Applications | ESCI and Scopus |
| 2013 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | Incremental development revolutions of E-learning software systems in education sector: a case study approach | Human-centric Computing and Information Sciences | SCIE and Scopus |
| 2013 | Varun Gupta, Durg Singh Chauhan, Chetna Gupta, Kamlesh Dutta | Regression testing based requirement prioritization of desktop software applications approach | International Journal of Software Engineering and its Applications | Scopus |
| 2014 | Vachik S. Dave, Kamlesh Dutta | Neural network based models for software effort estimation: A review | Artificial Intelligence Review | SCI and Scopus |
| 2014 | Varun Gupta, Durg Singh Chauhan, Chetna Gupta, Kamlesh Dutta | Current prioritisation and reprioritisation practices: A case study approach | International Journal of Computer Aided Engineering and Technology | Scopus |
| 2014 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | Requirement reprioritisation for pairwise compared requirements | International Journal of Computer Aided Engineering and Technology | Scopus |
| 2015 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | Hybrid regression testing technique: Based on requirement priorities, fault and modification history | International Journal of Computer Applications in Technology | ESCI and Scopus |
| 2015 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | Exploring prioritization through systematic literature surveys and case studies | SpringerPlus | SCI |
| 2016 | Priyanka Dadhich, Kamlesh Dutta, M.C. Govil | Detection of slanders through Euclidean distance similarity assessment for securing e-commerce agents in P2P decentralised electronic communities | International Journal of Security and Networks | Scopus |
| 2016 | Sunil Kumar, Kamlesh Dutta | Intrusion detection in mobile ad hoc networks: techniques, systems, and future challenges | Security and Communication Networks | SCI and Scopus |
| 2016 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | Historical prioritisation and reprioritisations using hierarchical historical R-tree | International Journal of Computer Applications in Technology | ESCI and Scopus |
| 2017 | Mukesh Kumar, Kamlesh Dutta | Detecting wormhole attack on data aggregation in hierarchical WSN | International Journal of Information Security and Privacy | ESCI and Scopus |
| 2017 | Sunil Kumar, Kamlesh Dutta | Direct trust-based security scheme for RREQ flooding attack in mobile ad hoc networks | International Journal of Electronics | SCI and Scopus |
| 2018 | Poonam Tanwar, T.V. Prasad, Kamlesh Dutta | Natural language processing for hybrid knowledge representation | International Journal of Advanced Intelligence Paradigms | Scopus |
| 2018 | Sunil Kumar, Kamlesh Dutta | Trust Based Intrusion Detection Technique to Detect Selfish Nodes in Mobile Ad Hoc Networks | Wireless Personal Communications | SCI and Scopus |
| 2018 | Sunil Kumar, Kamlesh Dutta, Anjani Garg | FJADA: Friendship Based JellyFish Attack Detection Algorithm for Mobile Ad Hoc Networks | Wireless Personal Communications | SCI and Scopus |
| 2019 | Kamlesh Dutta, Varun Gupta and Vachik S. Dave | Analysis and Comparison of Neural Network Models for Software Development Effort Estimation | Journal of Cases on Information Technology (JCIT) | Scopus |
| 2019 | Parnika Bhat and Kamlesh Dutta | A Survey on Various Threats and Current State of Security in Android Platform | ACM Computing Surveys (CSUR) | SCI and Scopus |
| 2009 | Kamlesh Dutta, Nupur Prakash, Saroj Kaushik | Application of Pronominal Divergence and Anaphora Resolution in English-Hindi Machine Translation | POLIBITS | ISI Thomson / Clarivate Web of Science SciELO collection |
| 2011 | Kamlesh Dutta, Saroj Kaushik, Nupur Prakash | Machine Learning Approach for the Classification of Demonstrative Pronouns for Indirect Anaphora in Hindi News Items | The Prague Bulletin of Mathematical Linguistics | ERIH PLUS, Genamics JournalSeek |
| 2020 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta | Hybrid Algorithm to Detect DDoS Attacks in VANETs | Wireless Personal Communications | SCI and Scopus |
| 2019 | Poonam Tanwar, T.V. Prasad, Kamlesh Dutta | Hybrid technique for effective knowledge representation in normal life | International Journal of Engineering and Advanced Technology | Scopus |
| 2019 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, and Kamlesh Dutta | Evaluating the Performance of Various Machine Learning Algorithms for Detecting DDoS Attacks in VANETs | International Journal of Control and Automation | Scopus |
| 2019 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar and Kamlesh Dutta | Decision Tree and Neural Network Based Hybrid Algorithm for Detecting and Preventing DDoS Attacks in VANETS | International Journal of Innovative Technology and Exploring Engineering | Scopus |
| 2020 | Triveni Lal Pal and Kamlesh Dutta | CNN-based Embedding Learning for Sentence Classification | International Journal of Control and Automation | Scopus |
| 2021 | Parnika Bhat and Kamlesh Dutta | CogramDroid- An approach towards malware detection in Android using opcode ngrams,Volume33, Issue20, 25 October 2021 , Wiley | Concurrency and Computation: Practice and Experience | SCI |
| 2021 | Kusum Lata, Pardeep Singh and Kamlesh Dutta | A comprehensive review on feature set used for anaphora resolution, Artificial Intelligence Review, 54, pages 2917–3006 (2021), Springer, (SCIE Impact factor 9.588 (2021)) and Scopus | Artificial Intelligence Review | SCI |
| 2020 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta | Evaluating the impact of DDos Attacks in Vehicular Adhoc Networks | International Journal of Security and Privacy in Pervasive Computing (IJSPPC) | - |
| 2021 | चेतन अग्रवाल एवं कमलेश दत्ता | मशीन आधारित भाषा अनुवाद में संदर्भ निराकरण का महत्व. | भारतीय वैज्ञानिक एवं औद्योगिक अनुसंधान पत्रिका, 29 अंक (1) जून 2021 पृ. 49-54 | - |
| 2022 | Kusum Lata, Pardeep Singh and Kamlesh Dutta | Mention detection in coreference resolution: survey, Applied Intelligence, vol 52, issue 6, pages 9816–9860, 2022. Springer (SCIE Impact factor 5.019 (2021) , and Scopus | Applied Intelligence | SCI and Scopus |
| 2021 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta | Evaluating the Performance of Various SVM Kernel Functions Based on Basic Features Extracted from KDDCUP'99 Dataset by Random Forest Method for Detecting DDoS Attacks, Wireless Personal Communications, Volume 123, 3127–3145 (2022). https://doi.org/10.1007/s11277-021-09280-8, Springer (SCIE Impact factor 2.017 (2021)) and Scopus | Wireless Personal Communications | SCI and Scopus |
| 2021 | Parnika Bhat and Kamlesh Dutta | A multi-tiered feature selection model for android malware detection based on Feature discrimination and Information Gain, Journal of King Saud University - Computer and Information Sciences Volume 34, Issue 10, Part B, November 2022, Pages 9464-9477, Elsevier (SCIE Impact factor 8.839 ) and Scopus | Journal of King Saud University - Computer and Information Sciences, Elsevier | SCI and Scopus |
| 2022 | Pooja Rani, Kamlesh Dutta, Vijay Kumar | Artificial intelligence techniques for prediction of drug synergy in malignant diseases: Past, present, and future, Computers in Biology and Medicine, Volume 144, May 2022, 105334, Elsevier, (SCIE Impact factor 6.698) and Scopus | Computers in Biology and Medicine 144 (2022) 105334 | SCI and Scopus |
| 2023 | Arun Kumar, Kamlesh Dutta, Abhishek Shrivastava | Topological and Dimensional constraints based optimal placement of Layout Entities using Clustering and Genetic Algorithm, Applied Soft Computing Volume 132, January 2023, 109867, Elsevier, (SCIE Impact factor 8.263) and Scopus | Applied Soft Computing | SCI and Scopus |
| 2023 | Pooja Rani, Kamlesh Dutta, Vijay Kumar | Performance Evaluation of Drug Synergy Datasets using Computational Intelligence Approaches (Accepted) (SCIE Impact factor 2.577 (2021)) and Scopus | Multimedia Tools and Applications, Springer | SCI and Scopus |
| 2023 | Parnika Bhat, Sunny Behal, Kamlesh Dutta | A System Call-based Android Malware Detection Approach with Homogeneous & Heterogeneous Ensemble Machine Learning, pages 103277 | Computers & Security, Elsevier | SCI and Scopus |
| 2023 | Pooja Rani, Kamlesh Dutta, Vijay Kumar | Drug synergy model for malignant diseases using deep learning | Journal of Bioinformatics and Computational Biology, World Scientific Publishing | SCI and Scopus |
Conference Publications
| Year | Author(s) | Title | Conference name with place | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2017 | Arun Kumar, Kamlesh Dutta, Anmol Gupta, Sahil Badyal and Devesh Rohan | Assisting an architect with alternative automated space layout designs using order crossover genetic algorithm in AutoCAD | IEEE International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS), MNIT Allahabad, 3-5 Feb. 2017 | INSPEC Accession Number: 17262454 |
| 2017 | Pallavi Kaushik and Kamlesh Dutta | A neural network model for intrusion detection using a game theoretic approach | International Conference on Advanced Informatics for Computing Research (ICAICR 2017) March 17-18, 2017 | Scopus |
| 2016 | Prakhar Sethi, Mukesh Chawla, Kamlesh Dutta, Manoj Sharma, Sunil Gupta | Security framework for data aggregation in sensor cloud for oil and gas industry | International Conference on signal Processing, Communication, power & Embedded system (SCOPES 2016) - 3-5 Oct. 2016 | INSPEC Accession Number: 16980506 |
| 2016 | Sunil Kumar, Kamlesh Dutta, Girisha Sharma | A detailed survey on selfish node detection techniques for mobile ad hoc networks | Fourth IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC) 2016 | INSPEC Accession Number: 16851252 |
| 2016 | Anjani Garg, Sunil Kumar and Kamlesh Dutta | An analytical survey of state of the art JellyFish attack detection and prevention techniques | Fourth IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC) 2016 | INSPEC Accession Number: 16851252 |
| 2016 | Preetika Chandel, Prikshit Tekta, Deepika Dutta, Kamlesh Dutta | Digital Game Based Learning in Computer Science Education: A Card Sorting Game | 3rd World Summit on Accreditation (WOSA 2016) Theme: Quality Assurance through Outcome Based Accreditation, 18th- 20th March, 2016 | - |
| 2016 | Prikshit Tekta, Deepika Dutta, Preetika Chandel, Kamlesh Dutta | Project Based Learning in Computer Science Education | 3rd World Summit on Accreditation (WOSA 2016) Theme: Quality Assurance through Outcome Based Accreditation, 18th- 20th March, 2016 | - |
| 2014 | Mukesh Kumar and Kamlesh Dutta | A Survey of Security Concerns in Various Data Aggregation Techniques in Wireless Sensor Networks | Intelligent Computing, Communication and Devices ICCD 2014, 18-19 April, 2014 | Scopus |
| 2014 | Pardeep Singh, Kamlesh Dutta | Analysis and comparison of antecedent type of demonstrative pronoun in context of co-reference resolution: A corpus based study of Hindi for monologue and dialogue | : IEEE International Conference on Computational Intelligence and Communication Networks (CICN), 14-16 Nov. 2014 | INSPEC Accession Number: 15021268 |
| 2014 | Pardeep Singh, Kamlesh Dutta | Annotating indirect anaphora for Hindi: A corpus based study | : IEEE International Conference on Computational Intelligence and Communication Networks (CICN), 14-16 Nov. 2014 | INSPEC Accession Number: 15021268 |
| 2014 | Pardeep Singh, Kamlesh Dutta | Semiautomatic annotation scheme for demonstrative pronoun considering indirect anaphora for Hindi | IEEE International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014, 24-27 Sept. 2014 | INSPEC Accession Number: 14779323 |
| 2014 | Kamlesh Dutta, Nishil Gupta, Mayur Arora, Priyanka Mahajan, Rahul Kataria | A Conceptual Model of CSE Curriculum Evolution Process in various NITs | 2nd World Summit on Accreditation (WOSA 2014), 8-10 March 2014 | - |
| 2014 | Shivangi Nigam and Kamlesh Dutta | Resource Allocation Strategies for Cloud Computing | CSI 3rd International Conference on Advances in Cloud Computing (ACC 2014), 10th October 2014, Pune. | - |
| 2012 | Poonam Tanwar, T. V. Prasad and Kamlesh Dutta | Hybrid Technique for Effective Knowledge Representation | Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012 | Scopus |
| 2012 | Triveni Pal and Kamlesh Dutta | Evaluation of Quality Metrics for Machine Translation: A Case Study of English-Hindi Machine Translation | 1st International conference on Innovations and Advancements in Information and Communication Technology, ICIAICT-2012, 30-31, March, 2012 | - |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | Reputation-based trust for mobile agents | International Conference on Advanced Computing, Networking and Security, ADCONS-2011; 16-18 December, 2011, NIT Surathkal | Scopus |
| 2012 | Tumpa Roy, Poonam Sisodia, Divye Upadhyay and Kamlesh Dutta | Mutual authentication for wireless communication using elliptic curve digital signature based on pre-known password | Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012 | Scopus |
| 2012 | Varun Gupta, Durg Singh Chauhan and Kamlesh Dutta | Hybrid decision aspect prioritization technique for globally distributed developments | International conference on modelling optimisation and Computing ICMOC-2012 April 10- 11, 2012 | Scopus |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | Formalizing soft trust management | First International Conference, CIIT 2011, Pune, India, November 7-8, 2011. | Scopus |
| 2011 | Vachik Dave and Kamlesh Dutta | Neural network based software effort estimation and evaluation criterion MMRE | IEEE International Conference on Computer and Communication Technology, ICCCT-2011, September 15-17, 2011, MNNIT Allahabad | Scopus |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | On the approach of combining trust and security for securing mobile agents: Trust enhanced security | IEEE International Conference on Computer and Communication Technology, ICCCT-2011, September 15-17, 2011, MNNIT Allahabad | Scopus |
| 2011 | Tumpa Roy and Kamlesh Dutta | Mutual authentication for mobile communication using symmetric and asymmetric key cryptography | The Fourth International Conference on Network Security & Applications (CNSA-2011), July 15 - 17, 2011 | Scopus |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | Trust Secure models for mobile agents: A perspective study | IEEE-MTTS International Conference on Advances in Computing and Communication (ICACC’2011), April 8 - 10, 2011 | - |
| 2018 | Ashutosh Dadhich, Kamlesh Dutta | Real-Time Printed Text Reader for Visually Impaired | Towards Extensible and Adaptable Methods in Computing. TEAMC 2018, 26-28 March, 2018, New Delhi | Scopus |
| 2019 | Parnika Bhat, Kamlesh Dutta, Sukhbir Singh | MaplDroid: Malicious Android Application Detection based on Naive Bayes using Multiple Feature Set | 2019 2nd International Conference on Intelligent Communication and Computational Techniques (ICCT) | Scopus |
| 2019 | Param Singh, Kamlesh Dutta, Robert Kaye, Suyash Garg | Music Listening History Dataset Curation and Distributed Music Recommendation Engines Using Collaborative Filtering | Proceedings of ICETIT 2019 (Published 2020) | Scopus |
| 2020 | Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Kamlesh Dutta | Distributed routing for underwater wireless sensor networks using cuckoo search-ant colony optimization | Proceedings of the 21st International Conference on Distributed Computing and Networking | Scopus |
| 2020 | Triveni Lal Pal and Kamlesh Dutta | Aspect-based Text Classification Approach | In Proc. of ICAREMIT-2020,pp 220-225, ISBN-978-81-933433-9-5, 2020. | - |
| 2020 | Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Nagendra Pratap Singh, Kamlesh Dutta | Dependability Analysis for On-Demand Computing Based Transaction Processing System | In: Barolli L., Takizawa M., Xhafa F., Enokido T. (eds) Advanced Information Networking and Applications. AINA 2019. Advances in Intelligent Systems and Computing, vol 926. Springer | Scopus |
| 2019 | Radha Rani, Kamlesh Dutta and Dharmendra Prasad Mahato, | File-less Malware Detection Model using CPN, | The International Conference on Networks and Cryptology (NetCrypt), Jawaharlal Nehru University, New Delhi, June 14 to June 16, 2019. | - |
| 2022 | Arun Kumar, Kamlesh Dutta | Generating Automated Layout Design using Multi-Population Genetic Algorithm | International Workshop on Big data driven Edge Cloud Services BECS-2022 July 5-8 2022, Bari Italy | - |
| 2021 | Triveni Lal Pal, Kamlesh Dutta | Learning Co-occurrence Embeddings for Sentence Classification | International Conference on Cyber Warfare, Security and Space Research: SpacSec 2021: Cyber Warfare, Security and Space Research pp 97–104 | Scopus |
| 2023 | Shubham Jain, Kamlesh Dutta | Identification of Characteristics of Mewari Poems | IEEE 6th International Conference on Information Systems and Computer Networks (ISCON) Mathura, India, 2023 | Scopus |
| 2023 | Ayush Kaushal, Kamlesh Dutta | Analysis of Performance Metrics for Classification of Punjabi Poetry using Machine Learning Techniques, Pages 680-684 | IEEE International Conference on Artificial Intelligence and Smart Communication (AISC) | Scopus |
| 2023 | Aanchal Kushwaha, Kamlesh Dutta, Varsha Maheshwari | Analysis of BERT Email Spam Classifier Against Adversarial Attacks, Pages 485-490 | IEEE International Conference on Artificial Intelligence and Smart Communication (AISC) | Scopus |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| CO-PI | Research | RVS Study of Important Buildings, Transportation and Communication System for Shimla City | Municipal Corporation Simla | 01/04/2014 | 15/07/2015 | 3.5 Lacs | Completed | CO-Investigator | -- | 01/07/2013 |
| PI | R&D | Information Security Awareness Project | DieTY | 19/04/2014 | 19/09/2015 | Rs. 8.3 Lacs | Completed | -- | -- | 19/04/2014 |
| Main Contact | - | Cisco Networking Academy Sponsored by UNDP/APDP/CISCO | Cisco/UNDP | 01/08/1999 | 30/09/2002 | Training Equipment and Educational Resources | Completed | -- | -- | 01/08/1999 |
Research Supervision
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Suprivisor(s) |
|---|---|---|---|---|---|
| Ph.D | Sunil Kumar | Intrusion Detection Techniques for mobile adhoc Networks | Awarded | 2017 | |
| Ph.D | Avtar Singh | Resource Allocation in Cloud Computing | Awarded | 2017 | |
| Ph.D | Pardeep Singh | Anaphora Resolution in Hindi | Awarded | 2016 | |
| Ph.D | Priyanka Dadhich | Trust based reputation for securing mobile agent | Awarded | 2016 | Prof. M.C. Govil (Co-Supervisor) |
| Ph.D | Poonam Bala | Developing a novel structure for Effective Knowledge Representation | Awarded | 2015 | Prof. T.V.S. Prasad (Supervisor) |
| Ph.D | Varun Gupta | Requirement Prioritization and open issues on testing | Awarded | 2013 | Prof. Durg Singh Chauhan (Supervisor) |
| Ph.D | Mukesh Kumar | Secure Data Aggregation in Wireless Sensor Networks | Awarded | 2016 | |
| Ph.D | Kawaljit Kaur | Design and Implementation of Anaphora Resolution in Punjabi Language | Awarded | 2022 | Prof. Vishal Goyal (Supervisor) |
| Ph.D | Parnika Bhat | Malware Detection for Android in Static and Dynamic Environment | Awarded | 2022 | |
| Ph.D | Triveni Lal Pal | Enhancing Semantic Representation of Long Word Sequence Embeddings using Neural Network Techniques | Awarded | 2022 | |
| Ph.D | Kusum Lata | Coreference Resolution For Hindi Using Deep Learning | Awarded | 2022 | Dr. Pardeep Singh (Supervisor) |
Patents
| Title | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|---|---|---|---|
| Bhukamp Rodhi E-chakr: Himachal Pradesh ke jilon ke liye bhukamp pratirodhi gair engineering bhawan nirman e-nirdeshika | SW-8931/2016 | 07/13/2017 | Copyright of India | Granted |
| Retrofitting E-chakri: mobile application on android platform for guiding non-engineering aspects of retrofitting of the buildings in Himachal Pradesh from earthquake resistance point of view | SW-8930/2016 | 13/07/2017 | Copyright of India | Granted |
Teaching Experience
| Position Held | Department and Organization | From | To | Total Experience |
|---|---|---|---|---|
| Lecturer | Computer Science Department, Banasthali Vidyapeeth, Rajasthan | 01/01/1991 | 10/21/1991 | 1year 10 months |
| Lecturer | Computer Science & Engineering Department, REC Hamirpur (HP) | 23/10/1991 | 23/10/1997 | 6 yrs |
| Sr. Lecturer | Computer Science & Engineering Department, REC Hamirpur (HP) | 24/10/1997 | 23/10/2002 | 5 yrs |
| Lecturer (Selection Grade) | Computer Science & Engineering Department, REC Hamirpur (HP) | 23/10/2002 | 01/01/2006 | 3 yrs |
| Associate Professor | Computer Science & Engineering Department, NIT Hamirpur (HP) | 01/01/2006 | 11/09/2020 | till date |
Administrative Experience
| Position Held | Department and Organization | From | To |
|---|---|---|---|
| Head of the Department | Computer Science & Enngineering Department, NIT Hamirpur | 02/10/2011 | 05/15/2013 |
| Head of the Department | Computer Science & Enngineering Department, NIT Hamirpur | 24/04/2018 | 22/04/2020 |
Book/Chapters Written
| Type | Title | Publisher | Author(s) | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Hinglish: code switching, code mixing and indigenization in multilingual environment in Lingua et Linguistica, 1.2, 2007 (UK) edited by Graeme Davis | Lulu Enterprises, UK Ltd | Saroj Thakur, Kamlesh Dutta and Aushima Thakur | 1847991297 | 2007 |
| Book Chapter | Security Issues in Mobile Ad Hoc Network: A Survey, chapter 9 in Security Issues in Mobile Ad Hoc Network: A Survey, chapter 9 Security, Privacy, Trust, and Resource Management in Mobile and Wireless Communications | IGI Global | Sunil Kumar and Kamlesh Dutta | 1466646918 | 2013 |
| Book Chapter | Attacks in WSN and their Countermeasure, book chapter in Case Studies in Secure Computing – Achievements and Trends | CRC Press, Taylor and Francis group | Mukesh Kumar and Kamlesh Dutta | 9781138034136 | 2016 |
| Book Chapter | A Tour of Various Knowledge Representation Techniques in Artificial Intelligence for Making Machines Intelligent | Empowering Artificial Intelligence Through Machine Learning New Advances and Applications, Apple Academic Press, Taylor and Francis group | Poonam Tanwar, T. V. Prasad and Kamlesh Dutta | 9781003055129 | 2022 |
| Book Chapter | Analysis and Comparison of Neural Network Models for Software Development Effort Estimation. Book Chapter in Research Anthology on Agile Software, Software Development, and Testing | IGI Global | Kamlesh Dutta, Varun Gupta and Vachik S. Dave | DOI: 10.4018 | 2022 |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Algorithmic approaches for VLSI design | NIT Hamirpur | 2006 | Short term course on VLSI design |
| Security issues in wireless network | NIT Hamirpur | 2006 | Short term course on Mobile computing |
| Personality assessment | NIT Hamirpur | 2006 | workshop on personal and professional roles for women |
| Introduction to VHDL | NIT Hamirpur | 2007 | short term course on “VLSI Design & Tools-VLSI-07” |
| Fundamentals of VHDL | NIT Hamirpur | 2007 | HDL & VLSI EDA Tools |
| Video Conferencing System | NIT Hamirpur | 2008 | workshop on “ICT Infrastructure Awareness” |
| Cloud Computing: Innovation Enabler | NIT Jalandhar | 2019 | TEQIP-III sponsored short-term course (STC) on “Research Trends in Cloud, Fog and Edge Computing (RTCC-2019) |
| Blockchain Technology and Artificial Intelligence | NIT Hamirpur | 2019 | FDP on "Blockchain Technology and its Applications" BCTA-2019 |
| Natural Language processing an AI Application | Manav Rachna International Institute of Research & Studies, CSE, FET, Faridabad | 2020 | Online One Week STTP on AI & Machine Learning, 24th to 29th August 2020 |
| Machine Learning Algorithms and Evaluation Metrics | NIT Jalandhar | 2019 | TEQIP III Sponsored Short Term Course on Machine and Deep Learning in Computer Vision, August 09-13, 2019 |
| Anaphora Resolution: Why is it so important for NLP Application | NIT Hamirpur | 2019 | FDP Recent Trends in Artificial Intelligence and Mobile Systems RTAIMS- 2019 |
| Recent Trends in Natural Language Processing, | Panipat Institute of Engineering and Technology | 2020 | October 20, 2020, Expert talk |
| Deep Learning for Natural Language Processing | NIT Jalandhar | 2020 | Recent advances in Data Science, Image and Natural Language Processing” (RADSINP-2020), September 21- 25, 2020) |
| Deep Learning Tools for Natural Language Processing | NIT Jalandhar | 2020 | e-STC tilted "Data Analytics Tools and Techniques", 22th-26th September 2020 |
| Deep Learning Tools and Techniques for Natural Language Processing, | Rajiv Gandhi National Institute of Youth Development (RGNIYD), Sriperumbudur, Tamil Nadu in collaboration with the National Institute of Technology, Jalandhar (NITJ) | 2020 | Short-term Certificate Course on Artificial Intelligence and Machine Learning held from September 28 - October 02, 2020 |
| Latest Machine Learning Trends in Natural Language Processing | NIT Hamirpur | 2020 | e-STC on Machine Learning for Natural Language Processing 12-17, October, 2020 |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|---|---|---|---|
| IPV6 Consultancy Services for RINL, Visakhapatnam Steel Plant | RINL, Visakhapatnam Steel Plant | Dr. Kamlesh Dutta | 20 lacs | Completed |
International and National Exposure
| Sr.No. | Title | Description |
|---|---|---|
| 1 | Cisco Networking Academy Training Programme visited Singapore 1999 | Supported by Cisco Networking Academy and UNDP |
| 2 | Cisco Networking Academy Training Programme visited Melbourne, Australia 2001 | Supported by Cisco Networking Academy and UNDP |
| 3 | Understanding Environmental Processes using Visualization Tools, South-Asian Countries conference on CACE, April 7-9 1999, Kathmandu, Nepal | Paper presentation |
| 4 | Hybrid Framework for Information Extraction For Geographical Terms In Hindi Language Texts, IEEE NLP-KE 2005, 30th Oct to 1st Nov. 2005 Wuhan China | Paper presentation |
| 5 | MS from Vladimimir State University , Russia (erstwhile USSR) | Widely traveled European countries and various cities |
Conferences/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| conference | National | National Conference on Emerging Technologies in Computer and Communication ETCC-2007 | NIT Hamirpur | 27/07/2007 | 28/07/2007 | Organising Secretary |
| conference | National | National Conference on Emerging Technologies in Computer and Communication ETCC-2008 | NIT Hamirpur | 30/12/2008 | 31/12/2008 | Organising Secretary |
| conference | International | IEEE MTS International Conference on Advances in Computing and Communication ICACC-2011, NIT Hamirpur | NIT Hamirpur | 08/04/2011 | 11/04/2011 | Organising Secretary |
| cdr | National | 50th Community Service Programme CSP-50 | NIT Hamirpur | 02/05/2008 | 25/05/2008 | Organising Secretary |
| stc | ISEA sponsored | Intrusion Detection Tools and Techniques for Security (IDTTS-2013 ) | NIT Hamirpur | 21/03/2013 | 25/03/2013 | Coordinator |
| fdp | TEQIP sponsored | Natural Language Processing NLP-2013 | NIT Hamirpur | 27/05/2013 | 31/05/2013 | Coordinator |
| stc | MHRD | Intelligent Environment (IE-10) | NIT Hamirpur | 15/07/2010 | 19/07/2010 | Coordinator |
| stc | TEQIP (Children of Prayas Group) | Computer Fundamentals, Microsoft Office and Internet, COMOI-08 | NIT Hamirpur | 29/12/2008 | 03/01/2009 | Coordinator |
| stc | TEQIP | Programming in JAVA, PROJA-09 | NIT Hamirpur | 16/03/2009 | 20/03/2009 | Coordinator |
| fdp | AICTE | Artificial Intelligence and Expert Systems | NIT Hamirpur | 10/07/1995 | 23/07/1995 | Coordinator |
| stc | TEQIP | Web Designing | NIT Hamirpur | 28/02/2005 | 04/03/2005 | Coordinator |
| stc | TEQIP | PhP MySQL Apache | NIT Hamirpur | 06/04/2006 | 10/04/2006 | Coordinator |
| workshop | TEQIP | Personal and Professional Roles for Women | NIT Hamirpur | 02/12/2006 | 03/12/2006 | Coordinator |
| stc | Police Department, Hamirpur | CYber security and COmPuter forensic CYCOP-09 | NIT Hamirpur | 17/08/2009 | 21/08/2009 | Coordinator |
| stc | Police Department, Hamirpur | E-mail: its application and security concerns EASC-09 | NIT Hamirpur | 22/09/2009 | 25/09/2009 | Coordinator |
| fdp | AICTE | Linux System Administration and Programming LSAP-09 | NIT Hamirpur | 14/12/2009 | 19/12/2009 | Coordinator |
| fdp | AICTE | Internet Technologies | NIT Hamirpur | 21/12/2009 | 25/12/2009 | Coordinator |
| stc | NIT Hamirpur | e-Learning Management System ELMS-10 | NIT Hamirpur | 05/01/2010 | 09/01/2010 | Coordinator |
| workshop | NIT Hamirpur | Video Editing and Animation AVEA-10 | NIT Hamirpur | 10/04/2010 | 11/04/2010 | Coordinator |
| fdp | MHRD | Implementing Cisco IOS Network Security IINS-10 | NIT Hamirpur | 05/07/2010 | 10/07/2010 | Coordinator |
| workshop | CDAC Banglore | Public Key Infrastructure | NIT Hamirpur | 12/02/2011 | 13/02/2011 | Coordinator |
| stc | NIT Hamirpur | Networking and PC Troubleshooting | NIT Hamirpur | 14/06/2011 | 16/06/2011 | Coordinator |
| stc | NIT Hamirpur | Linux System Administration | NIT Hamirpur | 21/06/2011 | 23/06/2011 | Coordinator |
| stc | Children of Prayas Group | Microsoft Office, Internet and e-learning MIEL-2011 | NIT Hamirpur | 21/07/2011 | 25/07/2011 | Coordinator |
| workshop | NIT Hamirpur and RedHat Pune | Workshop on Fedora Project | NIT Hamirpur | 30/07/2011 | 31/07/2011 | Coordinator |
| stc | NIT Hamirpur | Recent advances in Artificial Intelligence and Internet of Things, RAAI-2021 | NIT Hamirpur | 25/09/2021 | 29/09/2021 | Convener |
| fdp | NIT Hamirpur | Machine Learning for Natural Language Processing MLNLP-2020 | NIT Hamirpur | 12/10/2020 | 17/10/2020 | Convener |
Profile Summary
Last Update: 08/05/2023 04:36pm
| Name | : | Dr.(Mrs.) Kamlesh Dutta |
| Designation | : | Associate Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Phone | : | 254424 |
| Email ID | : | kd@nith.ac.in |
| Profile URL | : | https://portfolios.nith.ac.in/index.php?/nith/dr-mrs-kamlesh-dutta- |
| Date of Birth | : | |
| Date of Joining | : |
Specialization
Computer Science & Engineering
Education Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| PhD | 2009 | Guru Gobind Singh Indraprastha University, Delhi |
| MTech | 2006 | Indian Institute of Technology, Delhi |
| MS | 1989 | Vladimir State Technical University (Russia) |
Teaching Experience
| Programme Name | Department And Organization | From | To | Total Experience |
|---|---|---|---|---|
| Lecturer | Computer Science Department, Banasthali Vidyapeeth, Rajasthan | 01/01/1991 | 10/21/1991 | 1year 10 months |
| Lecturer | Computer Science & Engineering Department, REC Hamirpur (HP) | 23/10/1991 | 23/10/1997 | 6 yrs |
| Sr. Lecturer | Computer Science & Engineering Department, REC Hamirpur (HP) | 24/10/1997 | 23/10/2002 | 5 yrs |
| Lecturer (Selection Grade) | Computer Science & Engineering Department, REC Hamirpur (HP) | 23/10/2002 | 01/01/2006 | 3 yrs |
| Associate Professor | Computer Science & Engineering Department, NIT Hamirpur (HP) | 01/01/2006 | 11/09/2020 | till date |
Administrative Experience
| Position Held | Department And Organization | From | To |
|---|---|---|---|
| Head of the Department | Computer Science & Enngineering Department, NIT Hamirpur | 02/10/2011 | 05/15/2013 |
| Head of the Department | Computer Science & Enngineering Department, NIT Hamirpur | 24/04/2018 | 22/04/2020 |
Research Experience
| Research Interests : | Natural Language Processing, Information Security, Software Engineering | |
| Brief Research Statement : | The area of Natural Language Processing (NLP), in general and development of computational resources for Indian Languages has many goals. Inherent passion for learning languages encourages me to take up Natural Language issues. Information security is another research interest which offers several challenges. |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| CO-PI | Research | RVS Study of Important Buildings, Transportation and Communication System for Shimla City | Municipal Corporation Simla | 01/04/2014 | 15/07/2015 | 3.5 Lacs | Completed | CO-Investigator | -- | 01/07/2013 |
| PI | R&D | Information Security Awareness Project | DieTY | 19/04/2014 | 19/09/2015 | Rs. 8.3 Lacs | Completed | -- | -- | 19/04/2014 |
| Main Contact | - | Cisco Networking Academy Sponsored by UNDP/APDP/CISCO | Cisco/UNDP | 01/08/1999 | 30/09/2002 | Training Equipment and Educational Resources | Completed | -- | -- | 01/08/1999 |
Journal Publications
| Year | Author(s) | Journal Name | Title & Vol. No. | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2010 | Kamlesh Dutta, Nupur Prakash, Saroj Kaushik | Expert Systems with Applications | Probabilistic neural network approach to the classification of demonstrative pronouns for indirect anaphora in Hindi | SCI and Scopus |
| 2011 | Kamlesh Dutta, Siddhant Sarthak | Artificial Intelligence Review | Architectural space planning using evolutionary computing approaches: A review | SCI and Scopus |
| 2013 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta, Chetna Gupta | International Journal of Software Engineering and its Applications | Requirement Reprioritization: A Multilayered Dynamic Approach | ESCI and Scopus |
| 2013 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | Human-centric Computing and Information Sciences | Incremental development revolutions of E-learning software systems in education sector: a case study approach | SCIE and Scopus |
| 2013 | Varun Gupta, Durg Singh Chauhan, Chetna Gupta, Kamlesh Dutta | International Journal of Software Engineering and its Applications | Regression testing based requirement prioritization of desktop software applications approach | Scopus |
| 2014 | Vachik S. Dave, Kamlesh Dutta | Artificial Intelligence Review | Neural network based models for software effort estimation: A review | SCI and Scopus |
| 2014 | Varun Gupta, Durg Singh Chauhan, Chetna Gupta, Kamlesh Dutta | International Journal of Computer Aided Engineering and Technology | Current prioritisation and reprioritisation practices: A case study approach | Scopus |
| 2014 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | International Journal of Computer Aided Engineering and Technology | Requirement reprioritisation for pairwise compared requirements | Scopus |
| 2015 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | International Journal of Computer Applications in Technology | Hybrid regression testing technique: Based on requirement priorities, fault and modification history | ESCI and Scopus |
| 2015 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | SpringerPlus | Exploring prioritization through systematic literature surveys and case studies | SCI |
| 2016 | Priyanka Dadhich, Kamlesh Dutta, M.C. Govil | International Journal of Security and Networks | Detection of slanders through Euclidean distance similarity assessment for securing e-commerce agents in P2P decentralised electronic communities | Scopus |
| 2016 | Sunil Kumar, Kamlesh Dutta | Security and Communication Networks | Intrusion detection in mobile ad hoc networks: techniques, systems, and future challenges | SCI and Scopus |
| 2016 | Varun Gupta, Durg Singh Chauhan, Kamlesh Dutta | International Journal of Computer Applications in Technology | Historical prioritisation and reprioritisations using hierarchical historical R-tree | ESCI and Scopus |
| 2017 | Mukesh Kumar, Kamlesh Dutta | International Journal of Information Security and Privacy | Detecting wormhole attack on data aggregation in hierarchical WSN | ESCI and Scopus |
| 2017 | Sunil Kumar, Kamlesh Dutta | International Journal of Electronics | Direct trust-based security scheme for RREQ flooding attack in mobile ad hoc networks | SCI and Scopus |
| 2018 | Poonam Tanwar, T.V. Prasad, Kamlesh Dutta | International Journal of Advanced Intelligence Paradigms | Natural language processing for hybrid knowledge representation | Scopus |
| 2018 | Sunil Kumar, Kamlesh Dutta | Wireless Personal Communications | Trust Based Intrusion Detection Technique to Detect Selfish Nodes in Mobile Ad Hoc Networks | SCI and Scopus |
| 2018 | Sunil Kumar, Kamlesh Dutta, Anjani Garg | Wireless Personal Communications | FJADA: Friendship Based JellyFish Attack Detection Algorithm for Mobile Ad Hoc Networks | SCI and Scopus |
| 2019 | Kamlesh Dutta, Varun Gupta and Vachik S. Dave | Journal of Cases on Information Technology (JCIT) | Analysis and Comparison of Neural Network Models for Software Development Effort Estimation | Scopus |
| 2019 | Parnika Bhat and Kamlesh Dutta | ACM Computing Surveys (CSUR) | A Survey on Various Threats and Current State of Security in Android Platform | SCI and Scopus |
| 2009 | Kamlesh Dutta, Nupur Prakash, Saroj Kaushik | POLIBITS | Application of Pronominal Divergence and Anaphora Resolution in English-Hindi Machine Translation | ISI Thomson / Clarivate Web of Science SciELO collection |
| 2011 | Kamlesh Dutta, Saroj Kaushik, Nupur Prakash | The Prague Bulletin of Mathematical Linguistics | Machine Learning Approach for the Classification of Demonstrative Pronouns for Indirect Anaphora in Hindi News Items | ERIH PLUS, Genamics JournalSeek |
| 2020 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta | Wireless Personal Communications | Hybrid Algorithm to Detect DDoS Attacks in VANETs | SCI and Scopus |
| 2019 | Poonam Tanwar, T.V. Prasad, Kamlesh Dutta | International Journal of Engineering and Advanced Technology | Hybrid technique for effective knowledge representation in normal life | Scopus |
| 2019 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, and Kamlesh Dutta | International Journal of Control and Automation | Evaluating the Performance of Various Machine Learning Algorithms for Detecting DDoS Attacks in VANETs | Scopus |
| 2019 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar and Kamlesh Dutta | International Journal of Innovative Technology and Exploring Engineering | Decision Tree and Neural Network Based Hybrid Algorithm for Detecting and Preventing DDoS Attacks in VANETS | Scopus |
| 2020 | Triveni Lal Pal and Kamlesh Dutta | International Journal of Control and Automation | CNN-based Embedding Learning for Sentence Classification | Scopus |
| 2021 | Parnika Bhat and Kamlesh Dutta | Concurrency and Computation: Practice and Experience | CogramDroid- An approach towards malware detection in Android using opcode ngrams,Volume33, Issue20, 25 October 2021 , Wiley | SCI |
| 2021 | Kusum Lata, Pardeep Singh and Kamlesh Dutta | Artificial Intelligence Review | A comprehensive review on feature set used for anaphora resolution, Artificial Intelligence Review, 54, pages 2917–3006 (2021), Springer, (SCIE Impact factor 9.588 (2021)) and Scopus | SCI |
| 2020 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta | International Journal of Security and Privacy in Pervasive Computing (IJSPPC) | Evaluating the impact of DDos Attacks in Vehicular Adhoc Networks | - |
| 2021 | चेतन अग्रवाल एवं कमलेश दत्ता | भारतीय वैज्ञानिक एवं औद्योगिक अनुसंधान पत्रिका, 29 अंक (1) जून 2021 पृ. 49-54 | मशीन आधारित भाषा अनुवाद में संदर्भ निराकरण का महत्व. | - |
| 2022 | Kusum Lata, Pardeep Singh and Kamlesh Dutta | Applied Intelligence | Mention detection in coreference resolution: survey, Applied Intelligence, vol 52, issue 6, pages 9816–9860, 2022. Springer (SCIE Impact factor 5.019 (2021) , and Scopus | SCI and Scopus |
| 2021 | Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta | Wireless Personal Communications | Evaluating the Performance of Various SVM Kernel Functions Based on Basic Features Extracted from KDDCUP'99 Dataset by Random Forest Method for Detecting DDoS Attacks, Wireless Personal Communications, Volume 123, 3127–3145 (2022). https://doi.org/10.1007/s11277-021-09280-8, Springer (SCIE Impact factor 2.017 (2021)) and Scopus | SCI and Scopus |
| 2021 | Parnika Bhat and Kamlesh Dutta | Journal of King Saud University - Computer and Information Sciences, Elsevier | A multi-tiered feature selection model for android malware detection based on Feature discrimination and Information Gain, Journal of King Saud University - Computer and Information Sciences Volume 34, Issue 10, Part B, November 2022, Pages 9464-9477, Elsevier (SCIE Impact factor 8.839 ) and Scopus | SCI and Scopus |
| 2022 | Pooja Rani, Kamlesh Dutta, Vijay Kumar | Computers in Biology and Medicine 144 (2022) 105334 | Artificial intelligence techniques for prediction of drug synergy in malignant diseases: Past, present, and future, Computers in Biology and Medicine, Volume 144, May 2022, 105334, Elsevier, (SCIE Impact factor 6.698) and Scopus | SCI and Scopus |
| 2023 | Arun Kumar, Kamlesh Dutta, Abhishek Shrivastava | Applied Soft Computing | Topological and Dimensional constraints based optimal placement of Layout Entities using Clustering and Genetic Algorithm, Applied Soft Computing Volume 132, January 2023, 109867, Elsevier, (SCIE Impact factor 8.263) and Scopus | SCI and Scopus |
| 2023 | Pooja Rani, Kamlesh Dutta, Vijay Kumar | Multimedia Tools and Applications, Springer | Performance Evaluation of Drug Synergy Datasets using Computational Intelligence Approaches (Accepted) (SCIE Impact factor 2.577 (2021)) and Scopus | SCI and Scopus |
| 2023 | Parnika Bhat, Sunny Behal, Kamlesh Dutta | Computers & Security, Elsevier | A System Call-based Android Malware Detection Approach with Homogeneous & Heterogeneous Ensemble Machine Learning, pages 103277 | SCI and Scopus |
| 2023 | Pooja Rani, Kamlesh Dutta, Vijay Kumar | Journal of Bioinformatics and Computational Biology, World Scientific Publishing | Drug synergy model for malignant diseases using deep learning | SCI and Scopus |
Conference Publications
| Year | Author(s) | Conference | Title | Indexing |
|---|---|---|---|---|
| 2017 | Arun Kumar, Kamlesh Dutta, Anmol Gupta, Sahil Badyal and Devesh Rohan | IEEE International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS), MNIT Allahabad, 3-5 Feb. 2017 | Assisting an architect with alternative automated space layout designs using order crossover genetic algorithm in AutoCAD | INSPEC Accession Number: 17262454 |
| 2017 | Pallavi Kaushik and Kamlesh Dutta | International Conference on Advanced Informatics for Computing Research (ICAICR 2017) March 17-18, 2017 | A neural network model for intrusion detection using a game theoretic approach | Scopus |
| 2016 | Prakhar Sethi, Mukesh Chawla, Kamlesh Dutta, Manoj Sharma, Sunil Gupta | International Conference on signal Processing, Communication, power & Embedded system (SCOPES 2016) - 3-5 Oct. 2016 | Security framework for data aggregation in sensor cloud for oil and gas industry | INSPEC Accession Number: 16980506 |
| 2016 | Sunil Kumar, Kamlesh Dutta, Girisha Sharma | Fourth IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC) 2016 | A detailed survey on selfish node detection techniques for mobile ad hoc networks | INSPEC Accession Number: 16851252 |
| 2016 | Anjani Garg, Sunil Kumar and Kamlesh Dutta | Fourth IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC) 2016 | An analytical survey of state of the art JellyFish attack detection and prevention techniques | INSPEC Accession Number: 16851252 |
| 2016 | Preetika Chandel, Prikshit Tekta, Deepika Dutta, Kamlesh Dutta | 3rd World Summit on Accreditation (WOSA 2016) Theme: Quality Assurance through Outcome Based Accreditation, 18th- 20th March, 2016 | Digital Game Based Learning in Computer Science Education: A Card Sorting Game | - |
| 2016 | Prikshit Tekta, Deepika Dutta, Preetika Chandel, Kamlesh Dutta | 3rd World Summit on Accreditation (WOSA 2016) Theme: Quality Assurance through Outcome Based Accreditation, 18th- 20th March, 2016 | Project Based Learning in Computer Science Education | - |
| 2014 | Mukesh Kumar and Kamlesh Dutta | Intelligent Computing, Communication and Devices ICCD 2014, 18-19 April, 2014 | A Survey of Security Concerns in Various Data Aggregation Techniques in Wireless Sensor Networks | Scopus |
| 2014 | Pardeep Singh, Kamlesh Dutta | : IEEE International Conference on Computational Intelligence and Communication Networks (CICN), 14-16 Nov. 2014 | Analysis and comparison of antecedent type of demonstrative pronoun in context of co-reference resolution: A corpus based study of Hindi for monologue and dialogue | INSPEC Accession Number: 15021268 |
| 2014 | Pardeep Singh, Kamlesh Dutta | : IEEE International Conference on Computational Intelligence and Communication Networks (CICN), 14-16 Nov. 2014 | Annotating indirect anaphora for Hindi: A corpus based study | INSPEC Accession Number: 15021268 |
| 2014 | Pardeep Singh, Kamlesh Dutta | IEEE International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014, 24-27 Sept. 2014 | Semiautomatic annotation scheme for demonstrative pronoun considering indirect anaphora for Hindi | INSPEC Accession Number: 14779323 |
| 2014 | Kamlesh Dutta, Nishil Gupta, Mayur Arora, Priyanka Mahajan, Rahul Kataria | 2nd World Summit on Accreditation (WOSA 2014), 8-10 March 2014 | A Conceptual Model of CSE Curriculum Evolution Process in various NITs | - |
| 2014 | Shivangi Nigam and Kamlesh Dutta | CSI 3rd International Conference on Advances in Cloud Computing (ACC 2014), 10th October 2014, Pune. | Resource Allocation Strategies for Cloud Computing | - |
| 2012 | Poonam Tanwar, T. V. Prasad and Kamlesh Dutta | Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012 | Hybrid Technique for Effective Knowledge Representation | Scopus |
| 2012 | Triveni Pal and Kamlesh Dutta | 1st International conference on Innovations and Advancements in Information and Communication Technology, ICIAICT-2012, 30-31, March, 2012 | Evaluation of Quality Metrics for Machine Translation: A Case Study of English-Hindi Machine Translation | - |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | International Conference on Advanced Computing, Networking and Security, ADCONS-2011; 16-18 December, 2011, NIT Surathkal | Reputation-based trust for mobile agents | Scopus |
| 2012 | Tumpa Roy, Poonam Sisodia, Divye Upadhyay and Kamlesh Dutta | Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012 | Mutual authentication for wireless communication using elliptic curve digital signature based on pre-known password | Scopus |
| 2012 | Varun Gupta, Durg Singh Chauhan and Kamlesh Dutta | International conference on modelling optimisation and Computing ICMOC-2012 April 10- 11, 2012 | Hybrid decision aspect prioritization technique for globally distributed developments | Scopus |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | First International Conference, CIIT 2011, Pune, India, November 7-8, 2011. | Formalizing soft trust management | Scopus |
| 2011 | Vachik Dave and Kamlesh Dutta | IEEE International Conference on Computer and Communication Technology, ICCCT-2011, September 15-17, 2011, MNNIT Allahabad | Neural network based software effort estimation and evaluation criterion MMRE | Scopus |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | IEEE International Conference on Computer and Communication Technology, ICCCT-2011, September 15-17, 2011, MNNIT Allahabad | On the approach of combining trust and security for securing mobile agents: Trust enhanced security | Scopus |
| 2011 | Tumpa Roy and Kamlesh Dutta | The Fourth International Conference on Network Security & Applications (CNSA-2011), July 15 - 17, 2011 | Mutual authentication for mobile communication using symmetric and asymmetric key cryptography | Scopus |
| 2011 | Priyanka Dadhich, Kamlesh Dutta and M.C. Govil | IEEE-MTTS International Conference on Advances in Computing and Communication (ICACC’2011), April 8 - 10, 2011 | Trust Secure models for mobile agents: A perspective study | - |
| 2018 | Ashutosh Dadhich, Kamlesh Dutta | Towards Extensible and Adaptable Methods in Computing. TEAMC 2018, 26-28 March, 2018, New Delhi | Real-Time Printed Text Reader for Visually Impaired | Scopus |
| 2019 | Parnika Bhat, Kamlesh Dutta, Sukhbir Singh | 2019 2nd International Conference on Intelligent Communication and Computational Techniques (ICCT) | MaplDroid: Malicious Android Application Detection based on Naive Bayes using Multiple Feature Set | Scopus |
| 2019 | Param Singh, Kamlesh Dutta, Robert Kaye, Suyash Garg | Proceedings of ICETIT 2019 (Published 2020) | Music Listening History Dataset Curation and Distributed Music Recommendation Engines Using Collaborative Filtering | Scopus |
| 2020 | Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Kamlesh Dutta | Proceedings of the 21st International Conference on Distributed Computing and Networking | Distributed routing for underwater wireless sensor networks using cuckoo search-ant colony optimization | Scopus |
| 2020 | Triveni Lal Pal and Kamlesh Dutta | In Proc. of ICAREMIT-2020,pp 220-225, ISBN-978-81-933433-9-5, 2020. | Aspect-based Text Classification Approach | - |
| 2020 | Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Nagendra Pratap Singh, Kamlesh Dutta | In: Barolli L., Takizawa M., Xhafa F., Enokido T. (eds) Advanced Information Networking and Applications. AINA 2019. Advances in Intelligent Systems and Computing, vol 926. Springer | Dependability Analysis for On-Demand Computing Based Transaction Processing System | Scopus |
| 2019 | Radha Rani, Kamlesh Dutta and Dharmendra Prasad Mahato, | The International Conference on Networks and Cryptology (NetCrypt), Jawaharlal Nehru University, New Delhi, June 14 to June 16, 2019. | File-less Malware Detection Model using CPN, | - |
| 2022 | Arun Kumar, Kamlesh Dutta | International Workshop on Big data driven Edge Cloud Services BECS-2022 July 5-8 2022, Bari Italy | Generating Automated Layout Design using Multi-Population Genetic Algorithm | - |
| 2021 | Triveni Lal Pal, Kamlesh Dutta | International Conference on Cyber Warfare, Security and Space Research: SpacSec 2021: Cyber Warfare, Security and Space Research pp 97–104 | Learning Co-occurrence Embeddings for Sentence Classification | Scopus |
| 2023 | Shubham Jain, Kamlesh Dutta | IEEE 6th International Conference on Information Systems and Computer Networks (ISCON) Mathura, India, 2023 | Identification of Characteristics of Mewari Poems | Scopus |
| 2023 | Ayush Kaushal, Kamlesh Dutta | IEEE International Conference on Artificial Intelligence and Smart Communication (AISC) | Analysis of Performance Metrics for Classification of Punjabi Poetry using Machine Learning Techniques, Pages 680-684 | Scopus |
| 2023 | Aanchal Kushwaha, Kamlesh Dutta, Varsha Maheshwari | IEEE International Conference on Artificial Intelligence and Smart Communication (AISC) | Analysis of BERT Email Spam Classifier Against Adversarial Attacks, Pages 485-490 | Scopus |
Book/Chapters Written
| Type (Book/Chapter) | Author(s) | Title | Publisher | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Saroj Thakur, Kamlesh Dutta and Aushima Thakur | Hinglish: code switching, code mixing and indigenization in multilingual environment in Lingua et Linguistica, 1.2, 2007 (UK) edited by Graeme Davis | Lulu Enterprises, UK Ltd | 1847991297 | 2007 |
| Book Chapter | Sunil Kumar and Kamlesh Dutta | Security Issues in Mobile Ad Hoc Network: A Survey, chapter 9 in Security Issues in Mobile Ad Hoc Network: A Survey, chapter 9 Security, Privacy, Trust, and Resource Management in Mobile and Wireless Communications | IGI Global | 1466646918 | 2013 |
| Book Chapter | Mukesh Kumar and Kamlesh Dutta | Attacks in WSN and their Countermeasure, book chapter in Case Studies in Secure Computing – Achievements and Trends | CRC Press, Taylor and Francis group | 9781138034136 | 2016 |
| Book Chapter | Poonam Tanwar, T. V. Prasad and Kamlesh Dutta | A Tour of Various Knowledge Representation Techniques in Artificial Intelligence for Making Machines Intelligent | Empowering Artificial Intelligence Through Machine Learning New Advances and Applications, Apple Academic Press, Taylor and Francis group | 9781003055129 | 2022 |
| Book Chapter | Kamlesh Dutta, Varun Gupta and Vachik S. Dave | Analysis and Comparison of Neural Network Models for Software Development Effort Estimation. Book Chapter in Research Anthology on Agile Software, Software Development, and Testing | IGI Global | DOI: 10.4018 | 2022 |
Research Supersion
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Superivisor(s) |
|---|---|---|---|---|---|
| Ph.D | Sunil Kumar | Intrusion Detection Techniques for mobile adhoc Networks | Awarded | 2017 | |
| Ph.D | Avtar Singh | Resource Allocation in Cloud Computing | Awarded | 2017 | |
| Ph.D | Pardeep Singh | Anaphora Resolution in Hindi | Awarded | 2016 | |
| Ph.D | Priyanka Dadhich | Trust based reputation for securing mobile agent | Awarded | 2016 | Prof. M.C. Govil (Co-Supervisor) |
| Ph.D | Poonam Bala | Developing a novel structure for Effective Knowledge Representation | Awarded | 2015 | Prof. T.V.S. Prasad (Supervisor) |
| Ph.D | Varun Gupta | Requirement Prioritization and open issues on testing | Awarded | 2013 | Prof. Durg Singh Chauhan (Supervisor) |
| Ph.D | Mukesh Kumar | Secure Data Aggregation in Wireless Sensor Networks | Awarded | 2016 | |
| Ph.D | Kawaljit Kaur | Design and Implementation of Anaphora Resolution in Punjabi Language | Awarded | 2022 | Prof. Vishal Goyal (Supervisor) |
| Ph.D | Parnika Bhat | Malware Detection for Android in Static and Dynamic Environment | Awarded | 2022 | |
| Ph.D | Triveni Lal Pal | Enhancing Semantic Representation of Long Word Sequence Embeddings using Neural Network Techniques | Awarded | 2022 | |
| Ph.D | Kusum Lata | Coreference Resolution For Hindi Using Deep Learning | Awarded | 2022 | Dr. Pardeep Singh (Supervisor) |
Patents
| Name | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|---|---|---|---|
| Bhukamp Rodhi E-chakr: Himachal Pradesh ke jilon ke liye bhukamp pratirodhi gair engineering bhawan nirman e-nirdeshika | SW-8931/2016 | 07/13/2017 | Copyright of India | Granted |
| Retrofitting E-chakri: mobile application on android platform for guiding non-engineering aspects of retrofitting of the buildings in Himachal Pradesh from earthquake resistance point of view | SW-8930/2016 | 13/07/2017 | Copyright of India | Granted |
Conferences/Workshop/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| conference | National | National Conference on Emerging Technologies in Computer and Communication ETCC-2007 | NIT Hamirpur | 27/07/2007 | 28/07/2007 | Organising Secretary |
| conference | National | National Conference on Emerging Technologies in Computer and Communication ETCC-2008 | NIT Hamirpur | 30/12/2008 | 31/12/2008 | Organising Secretary |
| conference | International | IEEE MTS International Conference on Advances in Computing and Communication ICACC-2011, NIT Hamirpur | NIT Hamirpur | 08/04/2011 | 11/04/2011 | Organising Secretary |
| cdr | National | 50th Community Service Programme CSP-50 | NIT Hamirpur | 02/05/2008 | 25/05/2008 | Organising Secretary |
| stc | ISEA sponsored | Intrusion Detection Tools and Techniques for Security (IDTTS-2013 ) | NIT Hamirpur | 21/03/2013 | 25/03/2013 | Coordinator |
| fdp | TEQIP sponsored | Natural Language Processing NLP-2013 | NIT Hamirpur | 27/05/2013 | 31/05/2013 | Coordinator |
| stc | MHRD | Intelligent Environment (IE-10) | NIT Hamirpur | 15/07/2010 | 19/07/2010 | Coordinator |
| stc | TEQIP (Children of Prayas Group) | Computer Fundamentals, Microsoft Office and Internet, COMOI-08 | NIT Hamirpur | 29/12/2008 | 03/01/2009 | Coordinator |
| stc | TEQIP | Programming in JAVA, PROJA-09 | NIT Hamirpur | 16/03/2009 | 20/03/2009 | Coordinator |
| fdp | AICTE | Artificial Intelligence and Expert Systems | NIT Hamirpur | 10/07/1995 | 23/07/1995 | Coordinator |
| stc | TEQIP | Web Designing | NIT Hamirpur | 28/02/2005 | 04/03/2005 | Coordinator |
| stc | TEQIP | PhP MySQL Apache | NIT Hamirpur | 06/04/2006 | 10/04/2006 | Coordinator |
| workshop | TEQIP | Personal and Professional Roles for Women | NIT Hamirpur | 02/12/2006 | 03/12/2006 | Coordinator |
| stc | Police Department, Hamirpur | CYber security and COmPuter forensic CYCOP-09 | NIT Hamirpur | 17/08/2009 | 21/08/2009 | Coordinator |
| stc | Police Department, Hamirpur | E-mail: its application and security concerns EASC-09 | NIT Hamirpur | 22/09/2009 | 25/09/2009 | Coordinator |
| fdp | AICTE | Linux System Administration and Programming LSAP-09 | NIT Hamirpur | 14/12/2009 | 19/12/2009 | Coordinator |
| fdp | AICTE | Internet Technologies | NIT Hamirpur | 21/12/2009 | 25/12/2009 | Coordinator |
| stc | NIT Hamirpur | e-Learning Management System ELMS-10 | NIT Hamirpur | 05/01/2010 | 09/01/2010 | Coordinator |
| workshop | NIT Hamirpur | Video Editing and Animation AVEA-10 | NIT Hamirpur | 10/04/2010 | 11/04/2010 | Coordinator |
| fdp | MHRD | Implementing Cisco IOS Network Security IINS-10 | NIT Hamirpur | 05/07/2010 | 10/07/2010 | Coordinator |
| workshop | CDAC Banglore | Public Key Infrastructure | NIT Hamirpur | 12/02/2011 | 13/02/2011 | Coordinator |
| stc | NIT Hamirpur | Networking and PC Troubleshooting | NIT Hamirpur | 14/06/2011 | 16/06/2011 | Coordinator |
| stc | NIT Hamirpur | Linux System Administration | NIT Hamirpur | 21/06/2011 | 23/06/2011 | Coordinator |
| stc | Children of Prayas Group | Microsoft Office, Internet and e-learning MIEL-2011 | NIT Hamirpur | 21/07/2011 | 25/07/2011 | Coordinator |
| workshop | NIT Hamirpur and RedHat Pune | Workshop on Fedora Project | NIT Hamirpur | 30/07/2011 | 31/07/2011 | Coordinator |
| stc | NIT Hamirpur | Recent advances in Artificial Intelligence and Internet of Things, RAAI-2021 | NIT Hamirpur | 25/09/2021 | 29/09/2021 | Convener |
| fdp | NIT Hamirpur | Machine Learning for Natural Language Processing MLNLP-2020 | NIT Hamirpur | 12/10/2020 | 17/10/2020 | Convener |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Algorithmic approaches for VLSI design | NIT Hamirpur | 2006 | Short term course on VLSI design |
| Security issues in wireless network | NIT Hamirpur | 2006 | Short term course on Mobile computing |
| Personality assessment | NIT Hamirpur | 2006 | workshop on personal and professional roles for women |
| Introduction to VHDL | NIT Hamirpur | 2007 | short term course on “VLSI Design & Tools-VLSI-07” |
| Fundamentals of VHDL | NIT Hamirpur | 2007 | HDL & VLSI EDA Tools |
| Video Conferencing System | NIT Hamirpur | 2008 | workshop on “ICT Infrastructure Awareness” |
| Cloud Computing: Innovation Enabler | NIT Jalandhar | 2019 | TEQIP-III sponsored short-term course (STC) on “Research Trends in Cloud, Fog and Edge Computing (RTCC-2019) |
| Blockchain Technology and Artificial Intelligence | NIT Hamirpur | 2019 | FDP on "Blockchain Technology and its Applications" BCTA-2019 |
| Natural Language processing an AI Application | Manav Rachna International Institute of Research & Studies, CSE, FET, Faridabad | 2020 | Online One Week STTP on AI & Machine Learning, 24th to 29th August 2020 |
| Machine Learning Algorithms and Evaluation Metrics | NIT Jalandhar | 2019 | TEQIP III Sponsored Short Term Course on Machine and Deep Learning in Computer Vision, August 09-13, 2019 |
| Anaphora Resolution: Why is it so important for NLP Application | NIT Hamirpur | 2019 | FDP Recent Trends in Artificial Intelligence and Mobile Systems RTAIMS- 2019 |
| Recent Trends in Natural Language Processing, | Panipat Institute of Engineering and Technology | 2020 | October 20, 2020, Expert talk |
| Deep Learning for Natural Language Processing | NIT Jalandhar | 2020 | Recent advances in Data Science, Image and Natural Language Processing” (RADSINP-2020), September 21- 25, 2020) |
| Deep Learning Tools for Natural Language Processing | NIT Jalandhar | 2020 | e-STC tilted "Data Analytics Tools and Techniques", 22th-26th September 2020 |
| Deep Learning Tools and Techniques for Natural Language Processing, | Rajiv Gandhi National Institute of Youth Development (RGNIYD), Sriperumbudur, Tamil Nadu in collaboration with the National Institute of Technology, Jalandhar (NITJ) | 2020 | Short-term Certificate Course on Artificial Intelligence and Machine Learning held from September 28 - October 02, 2020 |
| Latest Machine Learning Trends in Natural Language Processing | NIT Hamirpur | 2020 | e-STC on Machine Learning for Natural Language Processing 12-17, October, 2020 |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|---|---|---|---|
| IPV6 Consultancy Services for RINL, Visakhapatnam Steel Plant | RINL, Visakhapatnam Steel Plant | Dr. Kamlesh Dutta | 20 lacs | Completed |
International and National Exposure
| Sr.No. | Title | Description |
|---|---|---|
| 1 | Cisco Networking Academy Training Programme visited Singapore 1999/Cisco Networking Academy Training Programme visited Melbourne, Australia 2001/Understanding Environmental Processes using Visualization Tools, South-Asian Countries conference on CACE, April 7-9 1999, Kathmandu, Nepal/ Hybrid Framework for Information Extraction For Geographical Terms In Hindi Language Texts, IEEE NLP-KE 2005, 30th Oct to 1st Nov. 2005 Wuhan China/MS from Vladimimir State University , Russia (erstwhile USSR) | Supported by Cisco Networking Academy and UNDP /Supported by Cisco Networking Academy and UNDP /Paper presentation/Paper presentation/Widely traveled European countries and various cities |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|---|---|---|---|
| 1 | Outstanding award | for contribution to the Cisco Networking Academy Program | Cisco Networking Academy Program | 2001 |
| 2 | Selected for Contributory paper for main presentation under the Theme “Improving Quality through Attainment of Learning Outcomes” | in the 3rd World Summit on Accreditation (WOSA 2016) Theme: Quality Assurance through Outcome Based Accreditation, | WOSA 2016 18th- 20th March, 2016 | 2016 |
| 3 | Consolation prize | paper “Reputation Base Trust for Mobile Agents | ADCON 2011 held during 16-18 Decempber, 2011 at NITK Surthkal | 2011 |
| 4 | Best Paper Award | for the paper “Adoption of Video Confrencing in Technical Institutions – a Case Study of NIT Hamirpur”, | presented in the ISTE Section Annual Convention SAC-07 held during Novemeber 18-19, 2007 at NIT Hamirpur. | 2007 |
| 5 | Best Paper Award | Evaluating The Performance of Various Machine Learning Algorithms for Detecting DDoS Attacks in VANETS | 3rd International Conference on Innovations in Computing held on 12-13 December 2019 at CGC College of Engineering, Mohali, India | 2019 |