profile
Dr. Pardeep Singh
Assistant ProfessorDr. Pardeep Singh joined NIT Hamirpur as Assistant Professor on 17.08.2006, prior to this he has served DAV College Amritsar and GNDU Regional Center Gurdaspur (Punjab) as Lecturer. He has received his Ph.D. (Computer Science & Engineering) from NIT Hamirpur in 2016. His research interest includes Natural Language Processing, Artificial Intelligence. Dr. Pardeep Singh has good research contributions in these areas and has published research articles in a large number of Journals. He has guided 1 PhD and 29 M Tech dissertations. Presently, he is guiding 04 Ph. D. and 06 M. Tech. dissertations. Apart from his teaching & research commitments, Dr. Pardeep Singh is handling various administrative responsibilities at NIT Hamirpur. Presently he is rendering his services as a Liasion officer [SC/ST] cell and counselor -cum counseling administrator.
Resume Not Available..
General Information
| Name | : | Dr. Pardeep Singh |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Date of Birth | : | 20/05/1979 |
| Date of joining | : | 17/08/2006 |
Contact Details
| Phone | : | 254436 |
| Email ID | : | pardeep@nith.ac.in |
Specialization
Position Held
| Position | Department Name | Institute Name | Time Period |
|---|
Educational Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| B Tech | 2001 | GNDU Amritsar |
| PhD | 2016 | NIT Hamirpur |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|
Research Experience
| Research Interests : | Natural Language Processing, Information Retrieval, Machine learning, Soft-Computing | |
| Brief Research Statement : | Working in Natural Language Processing and related areas to reduce the communication gap between humans and machines with help of Artificial Intelligence (AI) and metaheuristic techniques. I have guided 1 Ph.D. student and more than 28 M.Tech theses. |
Journal Publications
| Year | Author(s) | Title & Vol. No. | Journal Name | Indexing (SCI) Web of Science/Scopus |
|---|---|---|---|---|
| 2017 | Nilanshi Chauhan and Pardeep Singh | Identifying the Opinion Orientation of Online Product Reviews at Feature Level: A Pruning Approach | International Journal of Information System Modeling and Design | Scopus |
| 2015 | Pardeep Singh and Kamlesh Dutta | Automation and Validation of Annotation for Hindi Anaphora Resolution | International Journal of Advanced Computer Science and Applications (IJACSA) | Scopus |
| 2019 | Namrata Kumari, Ankit Guleria, Radhika Sood and Pardeep Singh | A Supervised Approach for Keyphrase Extraction using SVM | International Journal of Control and Automation | Scopus |
| 2020 | Namrata Kumari, Pardeep Singh. | Automated Hindi Text Summarization Using TF-IDF and Textrank Algorithm, 7(17): pp 2547-2555, 2020;, doi: 10.31838/jcr.07.17.315 | Journal of Critical Reviews | Scopus |
| 2020 | Kususm Lata, Pardeep Singh, Kamlesh Dutta | A comprehensive review on feature set used for anaphora resolution | Artificial Intelligence Review | SCI |
| 2022 | Kususm Lata, Pardeep Singh, Kamlesh Dutta | Mention detection in coreference resolution: survey | Applied Intelligence | SCI |
Conference Publications
| Year | Author(s) | Title | Conference name with place | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2019 | Arvind Pillania, Pardeep Singh and Vrinda Gupta | Optimizing Stream Data classification using improved Hoeffding Bound | First International Conference on Advanced Communication & Computational Technology- 2019, NIT Kurukushtra, India | Scopus |
| 2019 | Ankit Guleria, Radhika Sood and Pardeep Singh | Automatic Keyphrase Extraction using SVM | First International Conference on Advanced Communication & Computational Technology- 2019, NIT Kurukushtra, India | Scopus |
| 2019 | Mukesh Kumar Kharita and Pardeep Singh | Automatic Text Summarization Techniques Used in Industry | International Conference on Emerging Trends in Information Technology – 2019 (ICETIT-2019), IITM Delhi, India | Springer |
| 2018 | Shubham Kumar Jain and Pardeep Singh | Systematic Survey on Sentiment Analysis | First International Conference on Secure Cyber Computing and Communication (ICSCCC), NIT Jallandhar, India. | IEEE |
| 2018 | Mukesh Kumar Kharita, Atul Kumar and Pardeep Singh | Item-Based Collaborative Filtering in Movie Recommendation in Real time | First International Conference on Secure Cyber Computing and Communication (ICSCCC), NIT Jallandhar, India. | IEEE |
| 2017 | Rajesh Kumar, Pardeep Singh | Bilingual code-mixing in Indian social media texts for Hindi and English | First International Conference of Springer on Advanced Informatics for Computing Research, ICAICR 2017, Jalandhar, India | Springer |
| 2017 | Nilanshi Chauhan, Pardeep Singh | Feature Extraction and Opinion Summarization of Online Product Reviews | IEEE third international conference on Science, Technology, Engineering & Management (ICONSTEM-2017) | Scopus |
| 2014 | Pardeep Singh, Kamlesh Dutta | Semiautomatic annotation scheme for demonstrative pronoun considering indirect anaphora for Hindi | Advances in Computing, Communications and Informatics (ICACCI, 2014), Noida, India | IEEE |
| 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 | Sixth IEEE International Conference on Computational Intelligence and Communication Networks (CICN 2014), India | IEEE |
| 2014 | Pardeep Singh, Kamlesh Dutta | Annotating Indirect Anaphora for Hindi: A Corpus Based Study | Sixth IEEE International Conference on Computational Intelligence and Communication Networks (CICN 2014), India | IEEE |
| 2014 | Pardeep Singh, Kamlesh Dutta | Sentence Structure for Free Word Order Language in Context with Anaphora Resolution: A Case Study of Hindi | International Conference on Computer Design Engineering and Technology (ICCDET 2014), London, United Kingdom. | Widcom |
| 2011 | Pardeep Singh, Kamlesh Dutta | Formant Analysis of Punjabi no-nasalized Vowel Phonemes | International Conference on Computational Intelligence and Communication Networks (CICN2011), India | IEEE |
| 2011 | Upasana Singh, Pardeep Singh | Security and Privacy Enabling Solution for Vehicular Networks | International Conference on Advances in Information Technology and Communication – AIT 2011 | Springer |
| 2011 | Aditya Kumar, Shiv Shakti Srivastava, Babu Ram, Pardeep Singh | Exploring a new Dimension in Manets through a New Routing Protocol | IEEE International Conference on Network and Computer Science (ICNCS 2011), Kanyakumari, INDIA | IEEE |
| 2010 | Amit Kumar Jaiswal and Pardeep Singh | Optimizing Velocity Based Adaptive Zone Routing Protocol | IEEE Conference, International Conference on Computer and Communication Technology (ICCCT-2010) | IEEE |
| 2008 | Harpreet Kaur, Amandeep Singh, and Pardeep Singh | Comparison of Variants of BLAST | Proceedings of the International Multi-Conference of Engineers and Computer Scientists 2008 Vol I (IMECS 2008), Hong Kong | - |
| 2009 | Harpreet Kaur and Pardeep Singh | UML (Unified Modeling Language): Standard Language for Software Architecture Development | International Symposium on Computing, Communication and Control (ISCCC-2009), Singapore. | - |
| 2021 | Arunima Khunteta and Pardeep Singh | Emotion Cause Extraction - A Review of Various Methods and Corpora, 2021, pp. 314-319, doi: 10.1109/ICSCCC51823.2021.9478079. | 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) | IEEE |
| 2021 | Sumit Kumar and Pardeep Singh | An Analysis of Various Text Segmentation Approaches • Daroch, S.K., Singh, P. (2022). An Analysis of Various Text Segmentation Approaches. In: Agarwal, B., Rahman, A., Patnaik, S., Poonia, R.C. (eds) Proceedings of International Conference on Intelligent Cyber-Physical Systems. Algorithms for Intelligent Systems. Springer, Singapore. pp 285–302, Print ISBN978-981-16-7135-7, https://doi.org/10.1007/978-981-16-7136-4_22 | International Conference on Intelligent Cyber-Physical Systems(ICPS-2021) | Springer |
| 2022 | Sagnik Sarkar, Pardeep Singh, Namrata Kumari, and Poonam Kashtriya | The task of Question Answering in NLP A Comprehensive Review | International Conference on Recent Innovations in Computing (ICRIC-2022) | Springer |
| 2022 | Arvind Jamwal, Pardeep Singh, and Namrata Kumari | Survey of Text Summarization Stratification | International Conference on Recent Innovations in Computing (ICRIC-2022) | Springer |
| 2022 | Parul Bansal and Pardeep Singh | Clinical Named Entity Recognition Using U-Net Classification Model | International Conference on Recent Innovations in Computing (ICRIC-2022) | Springer |
| 2022 | Arunima Khunteta and Pardeep Singh | Emotion Cause Pair Extraction By Multi Task Learning on Enhanced English Dataset, Procedia Computer Science Volume 218, 2023, Pages 766-777, doi.org/10.1016/j.procs.2023.01.057, https://doi.org/10.1016/j.procs.2023.01.057 | International Conference on Machine Learning and Data Engineering (ICMLDE 2022) | Elsevier |
| 2022 | Rahul Kumar Yadav, Pardeep Singh, and Poonam Kashtriya | Diagnosis of breast cancer using machine learning tools and techniques , Procedia Computer Science 218 (2023) 1434–1443, https://doi.org/10.1016/j.procs.2023.01.122 | International Conference on Machine Learning and Data Engineering (ICMLDE 2022) | Elsevier |
| 2022 | Namrata Kumari, Nikhil Sharma, and Pardeep Singh | Performance of Optimizers in Text Summarization for News Articles , Volume 218, 2023, Pages 2430-2437, https://doi.org/10.1016/j.procs.2023.01.218 | International Conference on Machine Learning and Data Engineering (ICMLDE 2022) | Elsevier |
| 2017 | Priyanka Gautam, Pardeep Singh | Word Sense Disambiguation : A Systematic Review, pp 58-65 , | International Conference on Emerging Trends in Engineering Innovations and Technology Management (ICETEITM 2017) | NIT Hamirpur |
| 2022 | Sagnik Sarkar and Pardeep Singh | Sarkar, S., Singh, P. (2023). Combining the Knowledge Graph and T5 in Question Answering in NLP. In: Shakya, S., Du, KL., Ntalianis, K. (eds) Sentiment Analysis and Deep Learning. Advances in Intelligent Systems and Computing, vol 1432. Springer, Singapore. https://doi.org/10.1007/978-981-19-5443-6_30 | Second International Conference on Sentimental Analysis and Deep Learning (ICSADL 2022) | Springer |
| 2023 | Anand Kumar, Pardeep Singh, and Kusum Lata | Comparative Study of Different Optical Character Recognition Models on Handwritten and Printed Medical Reports, pp 603-608, ISBN: 979-8-3503-9719-2 | International Conference on Innovative Data Communication Technologies and Applications (ICIDCA-2023) | IEEE |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| Co-PI | Research | Efficient Forest Fire Detection Mechanism using Wireless Sensor Networks | HP Council for Science, Technology and Environment, Shimla | 29/06/2020 | 29/06/2022 | 580000/- | Completed | Dr Pardeep Singh | STC/F(8)-6/2019(R&D 2019-20) -407, dated 29/06/2020, | 29/06/2020 |
Research Supervision
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Suprivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Anjali Kaushal, Roll No. 15MI503 | Sentiment Analysis of Movie Reviews Using CNN and SVM and Their Performance Comparison | Completed | 2020 | |
| M.Tech | Aayush Gupta, Roll No. 15MI504 | mage Description Generation Using Neural Networks | Completed | 2020 | |
| M.Tech | Abhishek Kumar, Roll No. 18M512. | Detecting Types of Sarcasm using Artificial Neural Network(ANN) | Completed | 2020 | |
| M.Tech | Vrinda Gupta, Roll No. 15MI512. | Fake News Detection using Machine Learning Algorithms | Completed | 2020 | |
| M.Tech | Yash Chaudhary, Roll No. 14MI522 | Automatic Text Summarization using Hierarchical Encoding and Content Selection | Completed | 2019 | |
| M.Tech | Vineet Kumar, Roll No. 14MI514 | Priority Based Resource Allocation in Cloud Computing using AHP | Completed | 2019 | |
| M.Tech | Sudhanshu Raman, Roll No. 14MI543 | Privacy Preserving Data Mining using K-means Clustering and Secret Sharing | Completed | 2019 | |
| M.Tech | Shubham Kumar Jain, Roll No. 14MI518 | Sentiment Analysis of Movie Reviews Using Artificial Intelligence | Completed | 2019 | |
| M.Tech | Rajat Patiyal, Roll No. 14MI512 | atural Language Interface for generating SQL Queries | Completed | 2019 | |
| M.Tech | Navin Kumar Pandey, Roll No. 17M509 | A Machine Translation Framework for English To Bhojpuri Translation | Completed | 2019 | |
| M.Tech | Mukesh Kumar Kharita, Roll No. 14MI542 | Automatic Text Summarization using Combined Extraction and Compression Technique | Completed | 2019 | |
| M.Tech | Deepanshu Singh Satwaliya, Roll No. 17M512 | Loss Prediction based on Random Forest in Agriculture in India | Completed | 2019 | |
| M.Tech | Atul Thakur, Roll No. 14MI549 | Road Network Recovery Using Ant Colony Optimization | Completed | 2019 | |
| M.Tech | Priyanka Gautam, Roll No. 16M511 | Word Sense Disambiguation for Hindi | Completed | 2018 | |
| M.Tech | Nilanshi Chauhan, Roll No, 15M507 | Feature Extraction and Opinion Summarization of Online Product Reviews | Completed | 2017 | |
| M.Tech | Rajesh Kumar, Roll No. 15M512 | ilingual Code Mixing in Indian Social Media Text for Hindi and English | Completed | 2017 | |
| M.Tech | Vimal Dixit, Roll No, 14M516 | Word Sense Disambiguation Using Geo-Referencing for Hindi | Completed | 2016 | Dr. Kamlesh Dutta |
| M.Tech | Daya Shankar Yadav, Roll No. 14M512 | Predictive Modeling to Reduce Feature Set for Anaphora Resolution | Completed | 2016 | |
| M.Tech | Arvind Kumar, Roll No. 14M504 | Dynamic Streaming Network Traffic Classification Using Improved Hoeffding Bound | Completed | 2016 | |
| M.Tech | Saurabh Chhabra | Optimized POS Tagger for Hindi | Completed | 2015 | |
| M.Tech | Vandana Sahaya | Evaluation of Automatic Machine Translation | Completed | 2015 | |
| M.Tech | Vikas kumar Jha | Pronominal Anaphora Resolution in Hindi | Completed | 2014 | |
| M.Tech | Ankit Asati | Two Pass Port Scan Detection Technique based on Connection Pattern and Status on Sampled | Completed | 2013 | Dr. Pardeep Singh |
| M.Tech | Mohamed Azim | Efficient Detection Mechanism of DDoS Attacks using Traffic Flow Analysis | Completed | 2012 | |
| M.Tech | Rohit Singh | Optimizing Flexible Broadcasting in Mobile Devices | Completed | 2012 | |
| M.Tech | Aditya Kumar | Optimizing Image Compression Algorithm using Block Truncation Coding for Gray Scale Image | Completed | 2011 | |
| M.Tech | Upasna Singh | Pre-authentication Based Security Scheme for Vehicular Networks | Completed | 2011 | |
| M.Tech | Asheesh Kumar Dogra | Optimizing QoS by Mobility Prediction in MANETs | Completed | 2010 | |
| M.Tech | Amit Kumar Jaiswal | Mobility Adaptive Zone protocol | Completed | 2010 | |
| M.Tech | Manish Kumar Yadav | Optimizing the performance of MANETs using Data Replication | Completed | 2009 | |
| Ph.D | Kusum Lata | Coreference Resolution for Hindi Language Text Using Deep Learning | Awarded | 2017 | |
| Ph.D | Namarta Kumari | Text Summarisation for Hindi | Ongoing | 2018 | |
| Ph.D | Poonam Kashtariya | Causality Reference in Text | Ongoing | 2019 | |
| Ph.D | Vikas Kashtariya | NLP | Ongoing | 2020 |
Patents
| Title | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|
Teaching Experience
| Position Held | Department and Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assistant Professor-II | Department of Computer Science and Engineering National Institute of Technology Hamirpur | 17/08/2006 | 05/05/2019 | 14 |
| Assistant Professor-I | Department of Computer Science and Engineering National Institute of Technology Hamirpur | 06/05/2019 | 28/11/2022 | 3 |
Administrative Experience
| Position Held | Department and Organization | From | To |
|---|---|---|---|
| Convener DUGC | Computer Science and Engineering | 09/05/2017 | 14/05/2019 |
| Convener DBPC | Computer Science and Engineering | 14/05/2019 | 12/08/2021 |
| Nodal Officer Digital India | National Institute of Technology Hamirpur | 01/05/2020 | 01/05/2020 |
| Warden | Himadri, Himgiri and Udaigiri Boys Hostels | 08/08/2020 | 07/02/2021 |
| Warden | Himadri Boys' Hostels | 25/03/2019 | 01/06/2020 |
| Warden | Satpura Hostel | 27/06/2018 | 24/03/2019 |
| Assistant warden | Himadri Boys' Hostel | 09/06/2014 | 28/07/2015 |
| Assistant warden | Neelkanth Boys' Hostel | 09/06/2014 | 28/07/2015 |
| Liaison Officer (Reservation Cell – SC & ST) | National Institute of Technology Hamirpur | 01/05/2020 | |
| Coordinator Institute Documentary and Website | National Institute of Technology Hamirpur | 06/07/2016 | 12/07/2017 |
| Faculty Incharge (Training), TPO | National Institute of Technology Hamirpur | 31/08/2020 | 04/05/2021 |
| Warden | Himgiri Boys' Hostels | 01/06/2019 | |
| Counsellor-cum Counselling Administrator of student | NIT Hamirpur | 05/04/2022 |
Book/Chapters Written
| Type | Title | Publisher | Author(s) | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Series | Bilingual Code-Mixing in Indian Social Media Texts for Hindi and English | Springer | Rajesh Kumar, Pardeep Singh | ISBN978-981-10-5779-3 | 2017 |
| Lecture Notes | Security and Privacy Enabling Solution for Vehicular Networks | Springer | Upasana Singh,Pardeep Singh | ISBN978-3-642-32572-4 | 2016 |
| Lecture Notes | Automatic Text Summarization Techniques Used in Industry | Springer | Mukesh Kumar Kharita, Pardeep Singh | Print ISBN 978-3-030-30576-5, Online ISBN 978-3-030-30577-2 | 2019 |
Expert Talks
| Title | Place | Year | Description of Event |
|---|
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|
Conferences/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| conference | National | ISTE Section Annual Convention | NIT Hamirpur | 18/11/2007 | 19/11/2007 | Joint Organizing Secretary |
| conference | National | National Conference on Emerging Trends in Computing & Communication(ETCC’08) | NIT Hamirpur | 30/12/2008 | 31/12/2008 | Joint Organizing Secretary |
| stc | National | Winter School on Linux System Administration and Programming (LSAP-09) | NIT Hamirpur | 14/12/2009 | 18/12/2009 | Coordinator |
| stc | National | e-Learning Management System (ELMs-10) | NIT Hamirpur | 05/01/2010 | 09/01/2010 | Coordinator |
| stc | National | AICTE-MHRD summer school on Implementing Cisco IOS Network Security (IINS-10) | NIT Hamirpur | 05/07/2010 | 10/07/2010 | Coordinator |
| fdp | National | Short term course on Intrusion Detection Tools and Techniques for Security (IDTTS-2013) | NIT Hamirpur | 27/05/2013 | 31/05/2013 | Coordinator |
| stc | National | Short term course on Natural Language Processing (NLP-2013) | NIT Hamirpur | 27/05/2013 | 31/05/2013 | Coordinator |
| conference | International | International Conference on EMERGING TRENDS in ENGINEERING INNOVATIONS & TECHNOLOGY MANAGEMENT (ICET:EITM-2017) | NIT Hamirpur | 16/12/2017 | 18/12/2017 | Joint Organizing Secretary |
| fdp | National | Machine Learning for Natural Language Processing (MNLP-2020) | NIT Hamirpur | 12/10/2020 | 17/10/2020 | Coordinator |
Profile Summary
Last Update: 19/04/2023 12:54am
| Name | : | Dr. Pardeep Singh |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Phone | : | 254436 |
| Email ID | : | pardeep@nith.ac.in |
| Profile URL | : | https://portfolios.nith.ac.in/index.php?/nith/dr-pardeep-singh- |
| Date of Birth | : | 20/05/1979 |
| Date of Joining | : | 17/08/2006 |
Specialization
Natural Language Processing, Artificial Intelligence
Education Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| B Tech | 2001 | GNDU Amritsar |
| PhD | 2016 | NIT Hamirpur |
Teaching Experience
| Programme Name | Department And Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assistant Professor-II | Department of Computer Science and Engineering National Institute of Technology Hamirpur | 17/08/2006 | 05/05/2019 | 14 |
| Assistant Professor-I | Department of Computer Science and Engineering National Institute of Technology Hamirpur | 06/05/2019 | 28/11/2022 | 3 |
Administrative Experience
| Position Held | Department And Organization | From | To |
|---|---|---|---|
| Convener DUGC | Computer Science and Engineering | 09/05/2017 | 14/05/2019 |
| Convener DBPC | Computer Science and Engineering | 14/05/2019 | 12/08/2021 |
| Nodal Officer Digital India | National Institute of Technology Hamirpur | 01/05/2020 | 01/05/2020 |
| Warden | Himadri, Himgiri and Udaigiri Boys Hostels | 08/08/2020 | 07/02/2021 |
| Warden | Himadri Boys' Hostels | 25/03/2019 | 01/06/2020 |
| Warden | Satpura Hostel | 27/06/2018 | 24/03/2019 |
| Assistant warden | Himadri Boys' Hostel | 09/06/2014 | 28/07/2015 |
| Assistant warden | Neelkanth Boys' Hostel | 09/06/2014 | 28/07/2015 |
| Liaison Officer (Reservation Cell – SC & ST) | National Institute of Technology Hamirpur | 01/05/2020 | |
| Coordinator Institute Documentary and Website | National Institute of Technology Hamirpur | 06/07/2016 | 12/07/2017 |
| Faculty Incharge (Training), TPO | National Institute of Technology Hamirpur | 31/08/2020 | 04/05/2021 |
| Warden | Himgiri Boys' Hostels | 01/06/2019 | |
| Counsellor-cum Counselling Administrator of student | NIT Hamirpur | 05/04/2022 |
Research Experience
| Research Interests : | Natural Language Processing, Information Retrieval, Machine learning, Soft-Computing | |
| Brief Research Statement : | Working in Natural Language Processing and related areas to reduce the communication gap between humans and machines with help of Artificial Intelligence (AI) and metaheuristic techniques. I have guided 1 Ph.D. student and more than 28 M.Tech theses. |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| Co-PI | Research | Efficient Forest Fire Detection Mechanism using Wireless Sensor Networks | HP Council for Science, Technology and Environment, Shimla | 29/06/2020 | 29/06/2022 | 580000/- | Completed | Dr Pardeep Singh | STC/F(8)-6/2019(R&D 2019-20) -407, dated 29/06/2020, | 29/06/2020 |
Journal Publications
| Year | Author(s) | Journal Name | Title & Vol. No. | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2017 | Nilanshi Chauhan and Pardeep Singh | International Journal of Information System Modeling and Design | Identifying the Opinion Orientation of Online Product Reviews at Feature Level: A Pruning Approach | Scopus |
| 2015 | Pardeep Singh and Kamlesh Dutta | International Journal of Advanced Computer Science and Applications (IJACSA) | Automation and Validation of Annotation for Hindi Anaphora Resolution | Scopus |
| 2019 | Namrata Kumari, Ankit Guleria, Radhika Sood and Pardeep Singh | International Journal of Control and Automation | A Supervised Approach for Keyphrase Extraction using SVM | Scopus |
| 2020 | Namrata Kumari, Pardeep Singh. | Journal of Critical Reviews | Automated Hindi Text Summarization Using TF-IDF and Textrank Algorithm, 7(17): pp 2547-2555, 2020;, doi: 10.31838/jcr.07.17.315 | Scopus |
| 2020 | Kususm Lata, Pardeep Singh, Kamlesh Dutta | Artificial Intelligence Review | A comprehensive review on feature set used for anaphora resolution | SCI |
| 2022 | Kususm Lata, Pardeep Singh, Kamlesh Dutta | Applied Intelligence | Mention detection in coreference resolution: survey | SCI |
Conference Publications
| Year | Author(s) | Conference | Title | Indexing |
|---|---|---|---|---|
| 2019 | Arvind Pillania, Pardeep Singh and Vrinda Gupta | First International Conference on Advanced Communication & Computational Technology- 2019, NIT Kurukushtra, India | Optimizing Stream Data classification using improved Hoeffding Bound | Scopus |
| 2019 | Ankit Guleria, Radhika Sood and Pardeep Singh | First International Conference on Advanced Communication & Computational Technology- 2019, NIT Kurukushtra, India | Automatic Keyphrase Extraction using SVM | Scopus |
| 2019 | Mukesh Kumar Kharita and Pardeep Singh | International Conference on Emerging Trends in Information Technology – 2019 (ICETIT-2019), IITM Delhi, India | Automatic Text Summarization Techniques Used in Industry | Springer |
| 2018 | Shubham Kumar Jain and Pardeep Singh | First International Conference on Secure Cyber Computing and Communication (ICSCCC), NIT Jallandhar, India. | Systematic Survey on Sentiment Analysis | IEEE |
| 2018 | Mukesh Kumar Kharita, Atul Kumar and Pardeep Singh | First International Conference on Secure Cyber Computing and Communication (ICSCCC), NIT Jallandhar, India. | Item-Based Collaborative Filtering in Movie Recommendation in Real time | IEEE |
| 2017 | Rajesh Kumar, Pardeep Singh | First International Conference of Springer on Advanced Informatics for Computing Research, ICAICR 2017, Jalandhar, India | Bilingual code-mixing in Indian social media texts for Hindi and English | Springer |
| 2017 | Nilanshi Chauhan, Pardeep Singh | IEEE third international conference on Science, Technology, Engineering & Management (ICONSTEM-2017) | Feature Extraction and Opinion Summarization of Online Product Reviews | Scopus |
| 2014 | Pardeep Singh, Kamlesh Dutta | Advances in Computing, Communications and Informatics (ICACCI, 2014), Noida, India | Semiautomatic annotation scheme for demonstrative pronoun considering indirect anaphora for Hindi | IEEE |
| 2014 | Pardeep Singh, Kamlesh Dutta | Sixth IEEE International Conference on Computational Intelligence and Communication Networks (CICN 2014), India | 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 |
| 2014 | Pardeep Singh, Kamlesh Dutta | Sixth IEEE International Conference on Computational Intelligence and Communication Networks (CICN 2014), India | Annotating Indirect Anaphora for Hindi: A Corpus Based Study | IEEE |
| 2014 | Pardeep Singh, Kamlesh Dutta | International Conference on Computer Design Engineering and Technology (ICCDET 2014), London, United Kingdom. | Sentence Structure for Free Word Order Language in Context with Anaphora Resolution: A Case Study of Hindi | Widcom |
| 2011 | Pardeep Singh, Kamlesh Dutta | International Conference on Computational Intelligence and Communication Networks (CICN2011), India | Formant Analysis of Punjabi no-nasalized Vowel Phonemes | IEEE |
| 2011 | Upasana Singh, Pardeep Singh | International Conference on Advances in Information Technology and Communication – AIT 2011 | Security and Privacy Enabling Solution for Vehicular Networks | Springer |
| 2011 | Aditya Kumar, Shiv Shakti Srivastava, Babu Ram, Pardeep Singh | IEEE International Conference on Network and Computer Science (ICNCS 2011), Kanyakumari, INDIA | Exploring a new Dimension in Manets through a New Routing Protocol | IEEE |
| 2010 | Amit Kumar Jaiswal and Pardeep Singh | IEEE Conference, International Conference on Computer and Communication Technology (ICCCT-2010) | Optimizing Velocity Based Adaptive Zone Routing Protocol | IEEE |
| 2008 | Harpreet Kaur, Amandeep Singh, and Pardeep Singh | Proceedings of the International Multi-Conference of Engineers and Computer Scientists 2008 Vol I (IMECS 2008), Hong Kong | Comparison of Variants of BLAST | - |
| 2009 | Harpreet Kaur and Pardeep Singh | International Symposium on Computing, Communication and Control (ISCCC-2009), Singapore. | UML (Unified Modeling Language): Standard Language for Software Architecture Development | - |
| 2021 | Arunima Khunteta and Pardeep Singh | 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) | Emotion Cause Extraction - A Review of Various Methods and Corpora, 2021, pp. 314-319, doi: 10.1109/ICSCCC51823.2021.9478079. | IEEE |
| 2021 | Sumit Kumar and Pardeep Singh | International Conference on Intelligent Cyber-Physical Systems(ICPS-2021) | An Analysis of Various Text Segmentation Approaches • Daroch, S.K., Singh, P. (2022). An Analysis of Various Text Segmentation Approaches. In: Agarwal, B., Rahman, A., Patnaik, S., Poonia, R.C. (eds) Proceedings of International Conference on Intelligent Cyber-Physical Systems. Algorithms for Intelligent Systems. Springer, Singapore. pp 285–302, Print ISBN978-981-16-7135-7, https://doi.org/10.1007/978-981-16-7136-4_22 | Springer |
| 2022 | Sagnik Sarkar, Pardeep Singh, Namrata Kumari, and Poonam Kashtriya | International Conference on Recent Innovations in Computing (ICRIC-2022) | The task of Question Answering in NLP A Comprehensive Review | Springer |
| 2022 | Arvind Jamwal, Pardeep Singh, and Namrata Kumari | International Conference on Recent Innovations in Computing (ICRIC-2022) | Survey of Text Summarization Stratification | Springer |
| 2022 | Parul Bansal and Pardeep Singh | International Conference on Recent Innovations in Computing (ICRIC-2022) | Clinical Named Entity Recognition Using U-Net Classification Model | Springer |
| 2022 | Arunima Khunteta and Pardeep Singh | International Conference on Machine Learning and Data Engineering (ICMLDE 2022) | Emotion Cause Pair Extraction By Multi Task Learning on Enhanced English Dataset, Procedia Computer Science Volume 218, 2023, Pages 766-777, doi.org/10.1016/j.procs.2023.01.057, https://doi.org/10.1016/j.procs.2023.01.057 | Elsevier |
| 2022 | Rahul Kumar Yadav, Pardeep Singh, and Poonam Kashtriya | International Conference on Machine Learning and Data Engineering (ICMLDE 2022) | Diagnosis of breast cancer using machine learning tools and techniques , Procedia Computer Science 218 (2023) 1434–1443, https://doi.org/10.1016/j.procs.2023.01.122 | Elsevier |
| 2022 | Namrata Kumari, Nikhil Sharma, and Pardeep Singh | International Conference on Machine Learning and Data Engineering (ICMLDE 2022) | Performance of Optimizers in Text Summarization for News Articles , Volume 218, 2023, Pages 2430-2437, https://doi.org/10.1016/j.procs.2023.01.218 | Elsevier |
| 2017 | Priyanka Gautam, Pardeep Singh | International Conference on Emerging Trends in Engineering Innovations and Technology Management (ICETEITM 2017) | Word Sense Disambiguation : A Systematic Review, pp 58-65 , | NIT Hamirpur |
| 2022 | Sagnik Sarkar and Pardeep Singh | Second International Conference on Sentimental Analysis and Deep Learning (ICSADL 2022) | Sarkar, S., Singh, P. (2023). Combining the Knowledge Graph and T5 in Question Answering in NLP. In: Shakya, S., Du, KL., Ntalianis, K. (eds) Sentiment Analysis and Deep Learning. Advances in Intelligent Systems and Computing, vol 1432. Springer, Singapore. https://doi.org/10.1007/978-981-19-5443-6_30 | Springer |
| 2023 | Anand Kumar, Pardeep Singh, and Kusum Lata | International Conference on Innovative Data Communication Technologies and Applications (ICIDCA-2023) | Comparative Study of Different Optical Character Recognition Models on Handwritten and Printed Medical Reports, pp 603-608, ISBN: 979-8-3503-9719-2 | IEEE |
Book/Chapters Written
| Type (Book/Chapter) | Author(s) | Title | Publisher | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Series | Rajesh Kumar, Pardeep Singh | Bilingual Code-Mixing in Indian Social Media Texts for Hindi and English | Springer | ISBN978-981-10-5779-3 | 2017 |
| Lecture Notes | Upasana Singh,Pardeep Singh | Security and Privacy Enabling Solution for Vehicular Networks | Springer | ISBN978-3-642-32572-4 | 2016 |
| Lecture Notes | Mukesh Kumar Kharita, Pardeep Singh | Automatic Text Summarization Techniques Used in Industry | Springer | Print ISBN 978-3-030-30576-5, Online ISBN 978-3-030-30577-2 | 2019 |
Research Supersion
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Superivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Anjali Kaushal, Roll No. 15MI503 | Sentiment Analysis of Movie Reviews Using CNN and SVM and Their Performance Comparison | Completed | 2020 | |
| M.Tech | Aayush Gupta, Roll No. 15MI504 | mage Description Generation Using Neural Networks | Completed | 2020 | |
| M.Tech | Abhishek Kumar, Roll No. 18M512. | Detecting Types of Sarcasm using Artificial Neural Network(ANN) | Completed | 2020 | |
| M.Tech | Vrinda Gupta, Roll No. 15MI512. | Fake News Detection using Machine Learning Algorithms | Completed | 2020 | |
| M.Tech | Yash Chaudhary, Roll No. 14MI522 | Automatic Text Summarization using Hierarchical Encoding and Content Selection | Completed | 2019 | |
| M.Tech | Vineet Kumar, Roll No. 14MI514 | Priority Based Resource Allocation in Cloud Computing using AHP | Completed | 2019 | |
| M.Tech | Sudhanshu Raman, Roll No. 14MI543 | Privacy Preserving Data Mining using K-means Clustering and Secret Sharing | Completed | 2019 | |
| M.Tech | Shubham Kumar Jain, Roll No. 14MI518 | Sentiment Analysis of Movie Reviews Using Artificial Intelligence | Completed | 2019 | |
| M.Tech | Rajat Patiyal, Roll No. 14MI512 | atural Language Interface for generating SQL Queries | Completed | 2019 | |
| M.Tech | Navin Kumar Pandey, Roll No. 17M509 | A Machine Translation Framework for English To Bhojpuri Translation | Completed | 2019 | |
| M.Tech | Mukesh Kumar Kharita, Roll No. 14MI542 | Automatic Text Summarization using Combined Extraction and Compression Technique | Completed | 2019 | |
| M.Tech | Deepanshu Singh Satwaliya, Roll No. 17M512 | Loss Prediction based on Random Forest in Agriculture in India | Completed | 2019 | |
| M.Tech | Atul Thakur, Roll No. 14MI549 | Road Network Recovery Using Ant Colony Optimization | Completed | 2019 | |
| M.Tech | Priyanka Gautam, Roll No. 16M511 | Word Sense Disambiguation for Hindi | Completed | 2018 | |
| M.Tech | Nilanshi Chauhan, Roll No, 15M507 | Feature Extraction and Opinion Summarization of Online Product Reviews | Completed | 2017 | |
| M.Tech | Rajesh Kumar, Roll No. 15M512 | ilingual Code Mixing in Indian Social Media Text for Hindi and English | Completed | 2017 | |
| M.Tech | Vimal Dixit, Roll No, 14M516 | Word Sense Disambiguation Using Geo-Referencing for Hindi | Completed | 2016 | Dr. Kamlesh Dutta |
| M.Tech | Daya Shankar Yadav, Roll No. 14M512 | Predictive Modeling to Reduce Feature Set for Anaphora Resolution | Completed | 2016 | |
| M.Tech | Arvind Kumar, Roll No. 14M504 | Dynamic Streaming Network Traffic Classification Using Improved Hoeffding Bound | Completed | 2016 | |
| M.Tech | Saurabh Chhabra | Optimized POS Tagger for Hindi | Completed | 2015 | |
| M.Tech | Vandana Sahaya | Evaluation of Automatic Machine Translation | Completed | 2015 | |
| M.Tech | Vikas kumar Jha | Pronominal Anaphora Resolution in Hindi | Completed | 2014 | |
| M.Tech | Ankit Asati | Two Pass Port Scan Detection Technique based on Connection Pattern and Status on Sampled | Completed | 2013 | Dr. Pardeep Singh |
| M.Tech | Mohamed Azim | Efficient Detection Mechanism of DDoS Attacks using Traffic Flow Analysis | Completed | 2012 | |
| M.Tech | Rohit Singh | Optimizing Flexible Broadcasting in Mobile Devices | Completed | 2012 | |
| M.Tech | Aditya Kumar | Optimizing Image Compression Algorithm using Block Truncation Coding for Gray Scale Image | Completed | 2011 | |
| M.Tech | Upasna Singh | Pre-authentication Based Security Scheme for Vehicular Networks | Completed | 2011 | |
| M.Tech | Asheesh Kumar Dogra | Optimizing QoS by Mobility Prediction in MANETs | Completed | 2010 | |
| M.Tech | Amit Kumar Jaiswal | Mobility Adaptive Zone protocol | Completed | 2010 | |
| M.Tech | Manish Kumar Yadav | Optimizing the performance of MANETs using Data Replication | Completed | 2009 | |
| Ph.D | Kusum Lata | Coreference Resolution for Hindi Language Text Using Deep Learning | Awarded | 2017 | |
| Ph.D | Namarta Kumari | Text Summarisation for Hindi | Ongoing | 2018 | |
| Ph.D | Poonam Kashtariya | Causality Reference in Text | Ongoing | 2019 | |
| Ph.D | Vikas Kashtariya | NLP | Ongoing | 2020 |
Patents
| Name | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|
Conferences/Workshop/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| conference | National | ISTE Section Annual Convention | NIT Hamirpur | 18/11/2007 | 19/11/2007 | Joint Organizing Secretary |
| conference | National | National Conference on Emerging Trends in Computing & Communication(ETCC’08) | NIT Hamirpur | 30/12/2008 | 31/12/2008 | Joint Organizing Secretary |
| stc | National | Winter School on Linux System Administration and Programming (LSAP-09) | NIT Hamirpur | 14/12/2009 | 18/12/2009 | Coordinator |
| stc | National | e-Learning Management System (ELMs-10) | NIT Hamirpur | 05/01/2010 | 09/01/2010 | Coordinator |
| stc | National | AICTE-MHRD summer school on Implementing Cisco IOS Network Security (IINS-10) | NIT Hamirpur | 05/07/2010 | 10/07/2010 | Coordinator |
| fdp | National | Short term course on Intrusion Detection Tools and Techniques for Security (IDTTS-2013) | NIT Hamirpur | 27/05/2013 | 31/05/2013 | Coordinator |
| stc | National | Short term course on Natural Language Processing (NLP-2013) | NIT Hamirpur | 27/05/2013 | 31/05/2013 | Coordinator |
| conference | International | International Conference on EMERGING TRENDS in ENGINEERING INNOVATIONS & TECHNOLOGY MANAGEMENT (ICET:EITM-2017) | NIT Hamirpur | 16/12/2017 | 18/12/2017 | Joint Organizing Secretary |
| fdp | National | Machine Learning for Natural Language Processing (MNLP-2020) | NIT Hamirpur | 12/10/2020 | 17/10/2020 | Coordinator |
Expert Talks
| Title | Place | Year | Description of Event |
|---|
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|