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Dr. Arun Kumar Yadav
Assistant ProfessorMy Area of Specialization is information retrieval, Geographical Information Retrieval and machine learning.
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General Information
| Name | : | Dr. Arun Kumar Yadav |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Date of Birth | : | 25/02/1982 |
| Date of joining | : | 23/09/2019 |
Contact Details
| Phone | : | 8076374837 |
| Email ID | : | ayadav@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 | 2016 | UTU, DEHRADUN |
| M.Tech | 2009 | SHOBHIT UNIVERSITY |
| B.Tech | 2005 | UPTU LUCKNOW |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|
Research Experience
| Research Interests : | Geographical Information Retrieval, Machine Learning, Search Engine Optimization | |
| Brief Research Statement : | .. |
Journal Publications
| Year | Author(s) | Title & Vol. No. | Journal Name | Indexing (SCI) Web of Science/Scopus |
|---|---|---|---|---|
| 2015 | Arun Kumar Yadav and Divakar Yadav | Wavelet Tree based Hybrid Geo-Textual Indexing Technique for Geographical Search Vol 8(33) | Indian Journal of Science and Technology | Scopus |
| 2016 | Arun Kumar Yadav,Divakar Yadav and Rajesh Prasad | Efficient Textual Web Retrieval using Wavelet Tree, Vol 6(4) | International Journal of Information Retrieval Research | ESCI |
| 2019 | Arun Kumar Yadav and Divakar Yadav | Wavelet Tree based Dual Indexing Technique for Geographical Search, Vol 16(4) | The International Arab Journal of Information Technology | SCI |
| 2020 | Arun Yadav, Jay Kant Pratap Singh Yadav, Divakar Yadav | Spatial Ambiguities Optimization in GIR, Vol-7(28) | EAI Endorsed Transactions on Scalable Information Systems | ESCI, Scopus |
| 2020 | Arun Yadav, Divakar Yadav and Arti Jain | An Improvised Feature-Based Method for Sentimental Analysis of Product Reviews, Vol 8(29) | EAI Endorsed Transactions on Scalable Information Systems | ESCI, Scopus |
| 2020 | Yadav, D., Akanksha, Yadav, A.K. | A novel convolutional neural network based model for recognition and classification of apple leaf diseases Vol. 37(6), pp. 1093-1101 | Traitement du Signal | SCI |
| 2021 | Divakar Yadav, Arun Kumar Karn, Arti Dhiman, Sakshi Sharma, Anurag Giddalur, Muskan, and Arun Kumar Yadav | Microaneurysm Detection using Color Locus Detection Method | Measurement | SCI |
| 2021 | A Yerma, VK Gupta, S Goel, AK Yadav, D Yadav | Modeling Fingerprint Presentation Attack Detection Through Transient Liveness Factor-A Person Specific Approach. | Traitement du Signal | SCI |
| 2021 | S. Bharti, A. K. Yadav, M. Kumar, and D. Yadav | Cyberbullying detection from tweets using deep learning | Kybernetes | SCI |
| 2021 | Kartikey Tewari, Abhijeet Shrivastava, Arun Kumar Yadav, Divakar Yadav | Efficient transitive operations using binary indexed trees | International Journal of Information Technology | Scopus |
| 2021 | P Das, JKP Singh Yadav, AK Yadav | An Automated Tomato Maturity Grading System Using Transfer Learning Based AlexNet. | Ingénierie des Systèmes d’Information | Scopus |
| 2022 | Arun Kumar Yadav, Amit Singh, Mayank Dhiman, Rishabh Kaundal, Ankit Verma, Divakar Yadav | Extractive text summarization using deep learning approach | International Journal of Information Technology | Scopus |
| 2022 | DivakarYadav , NamanLalit , RiyaKaushik , Yogendra Singh , Mohit , Dinesh , Arun Kr. Yadav | Qualitative Analysis of Text Summarization Techniques and Its Applications in Health Domain | Computational Intelligence and Neuroscience | SCI |
| 2022 | Rishabh Katna, Kashish Kalsi, Srajika Gupta, Divakar Yadav and Arun Kumar Yadav | Machine learning based approaches for age and gender prediction from tweets | Multimedia Tools and Applications | SCI |
| 2022 | Jay Kant Pratap Singh Yadav ,Arun Kumar Yadav ,Divakar Yadav and Vikash Yadav | Optimisation of Hopfield networks for storage and recall: a decade review Vol. 21, Nos. 3/4, 2022 | Int. J. Advanced Intelligence Paradigms, | Scopus |
| 2022 | Sonam Gupta, Arun Kumar Yadav, Divakar Yadav and Bharti Shukla | A scalable approach for index compression using wavelet tree and LZW | International Journal of Information Technology | Scopus |
| 2022 | Arjun Singh, Surbhi Chauhan,Sonam Gupta and Arun Kumar Yadav | Intrusion Detection System Using Deep Learning Asymmetric Autoencoder | International Journal of Fuzzy System Applications | Scopus |
Conference Publications
| Year | Author(s) | Title | Conference name with place | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2013 | Vidushi Vidyarthi, Arun Yadav, and Divakar Yadav | New methodology In GIR Systems: Improving Web Document Searching | Sixth International Conference on Contemporary Computing, JIIT Noida | Scopus, DBLP, IEEE Explore |
| 2013 | Aman Rai, Arun Yadav, Divakar Yadav and Rajesh Prasad | A Conceptual Framework for E-learning, | IEEE international conference on MOOC, Innovation and Technology in Education,Jaipur | Scopus, IEEE Xplore |
| 2016 | Arun Kumar Yadav, Divakar Yadav, and Deepak Rai | Efficient Methods to Generate Inverted Indexes for IR Systems | 3rd International Conference on Information System Design & Intelligent Applications (INDIA 2016), ), Visakhapatnam (India) | Scopus |
| 2018 | A. Yadav, D. Yadav, S. Gupta, D. Kumar, and P. Kumar | Online food court payment system using blockchain technolgy | 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), IEEE, 2018 | Scopus |
| 2020 | D Yadav, A Gupta, S Asati, N Choudhary, AK Yadav | Age Group Prediction on Textual Data using Sentiment Analysis | 9th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion | ACM digitall library |
| 2021 | A. Bharadwaj, D. Yadav, and A. K. Yadav | Heart disease prediction using hybrid classification methods | International Conference on Innovative Computing and Communications, Springer, 2021 | Springer |
| 2021 | N. Katiyar, S. Gupta, A. K. Yadav, and D. Yadav | Wavelet tree ensembles with machine learning and its classification | 3rd International Conference on Smart and Intelligent Learning for Information Optimization (CONSILIO 2021) | Scopus |
| 2021 | Arun Kumar Yadav, Arti Jain, Jorge Luis Morato Lara and Divakar Yadav | Retinal Blood Vessel Segmentation using Convolutional Neural Networks | In Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2021) | DBLP, SCITEPRESS |
| 2022 | N. Katiyar, S. Gupta, A. K. Yadav, and D. Yadav | Index Optimization using Wavelet tree and Compression | International Conference on Data Analysis and Management-2021(ICDAM-2021) | Scopus |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| CO-PI | RESEARCH | Compressed Parallel Wavelet Tree Based Semantic Search | UP-CST | 17/12/2019 | 17/03/2022 | 10.44 Lakh | Awarded | . | CST/D-2783 | 17/12/2019 |
Research Supervision
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Suprivisor(s) |
|---|---|---|---|---|---|
| M.Tech | AKASH VERMA | Image Caption Generation Using Deep Learning | Completed | 2021 | |
| M.Tech | SANJEEVANI | Retinal Blood Vessel Segmentation Using Deep Learning Concepts Based on U-NET Architecture of CNN | Completed | 2021 | |
| M.Tech | SHUBHAM BHARTI | Cyberbullying Detection in Social Media Text | Completed | 2021 | |
| M.Tech | SHWETA KUSHWAHA | Detection Distributed Denial service attacks in IoT devices using Network Traffic Capture | Completed | 2021 |
Patents
| Title | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|
Teaching Experience
| Position Held | Department and Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assitant Professor | Information Technology, IMS Enginering College,Ghaziabad | 01/09/2005 | 13/12/2011 | 6 Years and 3 months |
| Assitant Professor | Computer Science & Engineering, Ajay Kumar Garg Engineering College, Ghaziabad | 20/12/2011 | 30/01/2017 | 5 Years and 1 Month |
| Associate Professor | Computer Science & Engineering, Ajay Kumar Garg Engineering College, Ghaziabad | 01/02/2017 | 22/09/2019 | 2 Years and 7 months |
| Assistant Professor | NIT, HAMIRPUR | 23/09/2019 | Till Date |
Administrative Experience
| Position Held | Department and Organization | From | To |
|---|---|---|---|
| Assistant Faculty Incharge (Computer Center) | National Institute of Technology Hamirpur | 04/10/2019 | 02/08/2020 |
| Assistant Nodal Officer (Digital India) | National Institute of Technology Hamirpur | 03/12/2019 | 02/08/2020 |
| Assistant Nodal Officer (PwD) | National Institute of Technology Hamirpur | 03/12/2019 | 02/08/2020 |
| Nodal Officer-NITH EOC | National Institute of Technology Hamirpur | 12/02/2020 | |
| Assistant Faculty Incharge( NAD) | National Institute of Technology Hamirpur | 25/08/2021 |
Book/Chapters Written
| Type | Title | Publisher | Author(s) | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Mnemonics in e-learning using augmented reality pp 215 –233 (19) | The Institution of Engineering and Technology(IET) | Dinesh Kumar Saini ; Arun Kumar Yadav ; Kartik Sharma | ISBN: 9781839531200 | 2021 |
| Book Chapter | Role of Artificial Intelligence of Things (AIoT) to Combat Pandemic COVID-19 | IGI Global | A. Jain, R. Kushwah, A. Swaroop, and A. Yadav | DOI: 10.4018 | 2021 |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Information Retrieval | NIT HAMIRPUR | 2020 | Machine Learning for Natural Language Processing (MNLP-2020)” from 12th -17th October 2020 |
| Application of ML and DL in Cyberbullying | IPEC, Ghaziabad | 2022 | Recent Trends in Cyber Security and Machine Intelligence |
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 |
|---|---|---|---|---|---|---|
Profile Summary
Last Update: 12/05/2022 10:14pm
| Name | : | Dr. Arun Kumar Yadav |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Phone | : | 8076374837 |
| Email ID | : | ayadav@nith.ac.in |
| Profile URL | : | https://portfolios.nith.ac.in/index.php?/nith/dr-arun-kumar-yadav |
| Date of Birth | : | 25/02/1982 |
| Date of Joining | : | 23/09/2019 |
Specialization
Information Retrieval, Machine Learning, Database Indexing
Education Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| PhD | 2016 | UTU, DEHRADUN |
| M.Tech | 2009 | SHOBHIT UNIVERSITY |
| B.Tech | 2005 | UPTU LUCKNOW |
Teaching Experience
| Programme Name | Department And Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assitant Professor | Information Technology, IMS Enginering College,Ghaziabad | 01/09/2005 | 13/12/2011 | 6 Years and 3 months |
| Assitant Professor | Computer Science & Engineering, Ajay Kumar Garg Engineering College, Ghaziabad | 20/12/2011 | 30/01/2017 | 5 Years and 1 Month |
| Associate Professor | Computer Science & Engineering, Ajay Kumar Garg Engineering College, Ghaziabad | 01/02/2017 | 22/09/2019 | 2 Years and 7 months |
| Assistant Professor | NIT, HAMIRPUR | 23/09/2019 | Till Date |
Administrative Experience
| Position Held | Department And Organization | From | To |
|---|---|---|---|
| Assistant Faculty Incharge (Computer Center) | National Institute of Technology Hamirpur | 04/10/2019 | 02/08/2020 |
| Assistant Nodal Officer (Digital India) | National Institute of Technology Hamirpur | 03/12/2019 | 02/08/2020 |
| Assistant Nodal Officer (PwD) | National Institute of Technology Hamirpur | 03/12/2019 | 02/08/2020 |
| Nodal Officer-NITH EOC | National Institute of Technology Hamirpur | 12/02/2020 | |
| Assistant Faculty Incharge( NAD) | National Institute of Technology Hamirpur | 25/08/2021 |
Research Experience
| Research Interests : | Geographical Information Retrieval, Machine Learning, Search Engine Optimization | |
| Brief Research Statement : | .. |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| CO-PI | RESEARCH | Compressed Parallel Wavelet Tree Based Semantic Search | UP-CST | 17/12/2019 | 17/03/2022 | 10.44 Lakh | Awarded | . | CST/D-2783 | 17/12/2019 |
Journal Publications
| Year | Author(s) | Journal Name | Title & Vol. No. | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2015 | Arun Kumar Yadav and Divakar Yadav | Indian Journal of Science and Technology | Wavelet Tree based Hybrid Geo-Textual Indexing Technique for Geographical Search Vol 8(33) | Scopus |
| 2016 | Arun Kumar Yadav,Divakar Yadav and Rajesh Prasad | International Journal of Information Retrieval Research | Efficient Textual Web Retrieval using Wavelet Tree, Vol 6(4) | ESCI |
| 2019 | Arun Kumar Yadav and Divakar Yadav | The International Arab Journal of Information Technology | Wavelet Tree based Dual Indexing Technique for Geographical Search, Vol 16(4) | SCI |
| 2020 | Arun Yadav, Jay Kant Pratap Singh Yadav, Divakar Yadav | EAI Endorsed Transactions on Scalable Information Systems | Spatial Ambiguities Optimization in GIR, Vol-7(28) | ESCI, Scopus |
| 2020 | Arun Yadav, Divakar Yadav and Arti Jain | EAI Endorsed Transactions on Scalable Information Systems | An Improvised Feature-Based Method for Sentimental Analysis of Product Reviews, Vol 8(29) | ESCI, Scopus |
| 2020 | Yadav, D., Akanksha, Yadav, A.K. | Traitement du Signal | A novel convolutional neural network based model for recognition and classification of apple leaf diseases Vol. 37(6), pp. 1093-1101 | SCI |
| 2021 | Divakar Yadav, Arun Kumar Karn, Arti Dhiman, Sakshi Sharma, Anurag Giddalur, Muskan, and Arun Kumar Yadav | Measurement | Microaneurysm Detection using Color Locus Detection Method | SCI |
| 2021 | A Yerma, VK Gupta, S Goel, AK Yadav, D Yadav | Traitement du Signal | Modeling Fingerprint Presentation Attack Detection Through Transient Liveness Factor-A Person Specific Approach. | SCI |
| 2021 | S. Bharti, A. K. Yadav, M. Kumar, and D. Yadav | Kybernetes | Cyberbullying detection from tweets using deep learning | SCI |
| 2021 | Kartikey Tewari, Abhijeet Shrivastava, Arun Kumar Yadav, Divakar Yadav | International Journal of Information Technology | Efficient transitive operations using binary indexed trees | Scopus |
| 2021 | P Das, JKP Singh Yadav, AK Yadav | Ingénierie des Systèmes d’Information | An Automated Tomato Maturity Grading System Using Transfer Learning Based AlexNet. | Scopus |
| 2022 | Arun Kumar Yadav, Amit Singh, Mayank Dhiman, Rishabh Kaundal, Ankit Verma, Divakar Yadav | International Journal of Information Technology | Extractive text summarization using deep learning approach | Scopus |
| 2022 | DivakarYadav , NamanLalit , RiyaKaushik , Yogendra Singh , Mohit , Dinesh , Arun Kr. Yadav | Computational Intelligence and Neuroscience | Qualitative Analysis of Text Summarization Techniques and Its Applications in Health Domain | SCI |
| 2022 | Rishabh Katna, Kashish Kalsi, Srajika Gupta, Divakar Yadav and Arun Kumar Yadav | Multimedia Tools and Applications | Machine learning based approaches for age and gender prediction from tweets | SCI |
| 2022 | Jay Kant Pratap Singh Yadav ,Arun Kumar Yadav ,Divakar Yadav and Vikash Yadav | Int. J. Advanced Intelligence Paradigms, | Optimisation of Hopfield networks for storage and recall: a decade review Vol. 21, Nos. 3/4, 2022 | Scopus |
| 2022 | Sonam Gupta, Arun Kumar Yadav, Divakar Yadav and Bharti Shukla | International Journal of Information Technology | A scalable approach for index compression using wavelet tree and LZW | Scopus |
| 2022 | Arjun Singh, Surbhi Chauhan,Sonam Gupta and Arun Kumar Yadav | International Journal of Fuzzy System Applications | Intrusion Detection System Using Deep Learning Asymmetric Autoencoder | Scopus |
Conference Publications
| Year | Author(s) | Conference | Title | Indexing |
|---|---|---|---|---|
| 2013 | Vidushi Vidyarthi, Arun Yadav, and Divakar Yadav | Sixth International Conference on Contemporary Computing, JIIT Noida | New methodology In GIR Systems: Improving Web Document Searching | Scopus, DBLP, IEEE Explore |
| 2013 | Aman Rai, Arun Yadav, Divakar Yadav and Rajesh Prasad | IEEE international conference on MOOC, Innovation and Technology in Education,Jaipur | A Conceptual Framework for E-learning, | Scopus, IEEE Xplore |
| 2016 | Arun Kumar Yadav, Divakar Yadav, and Deepak Rai | 3rd International Conference on Information System Design & Intelligent Applications (INDIA 2016), ), Visakhapatnam (India) | Efficient Methods to Generate Inverted Indexes for IR Systems | Scopus |
| 2018 | A. Yadav, D. Yadav, S. Gupta, D. Kumar, and P. Kumar | 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), IEEE, 2018 | Online food court payment system using blockchain technolgy | Scopus |
| 2020 | D Yadav, A Gupta, S Asati, N Choudhary, AK Yadav | 9th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion | Age Group Prediction on Textual Data using Sentiment Analysis | ACM digitall library |
| 2021 | A. Bharadwaj, D. Yadav, and A. K. Yadav | International Conference on Innovative Computing and Communications, Springer, 2021 | Heart disease prediction using hybrid classification methods | Springer |
| 2021 | N. Katiyar, S. Gupta, A. K. Yadav, and D. Yadav | 3rd International Conference on Smart and Intelligent Learning for Information Optimization (CONSILIO 2021) | Wavelet tree ensembles with machine learning and its classification | Scopus |
| 2021 | Arun Kumar Yadav, Arti Jain, Jorge Luis Morato Lara and Divakar Yadav | In Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2021) | Retinal Blood Vessel Segmentation using Convolutional Neural Networks | DBLP, SCITEPRESS |
| 2022 | N. Katiyar, S. Gupta, A. K. Yadav, and D. Yadav | International Conference on Data Analysis and Management-2021(ICDAM-2021) | Index Optimization using Wavelet tree and Compression | Scopus |
Book/Chapters Written
| Type (Book/Chapter) | Author(s) | Title | Publisher | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Dinesh Kumar Saini ; Arun Kumar Yadav ; Kartik Sharma | Mnemonics in e-learning using augmented reality pp 215 –233 (19) | The Institution of Engineering and Technology(IET) | ISBN: 9781839531200 | 2021 |
| Book Chapter | A. Jain, R. Kushwah, A. Swaroop, and A. Yadav | Role of Artificial Intelligence of Things (AIoT) to Combat Pandemic COVID-19 | IGI Global | DOI: 10.4018 | 2021 |
Research Supersion
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Superivisor(s) |
|---|---|---|---|---|---|
| M.Tech | AKASH VERMA | Image Caption Generation Using Deep Learning | Completed | 2021 | |
| M.Tech | SANJEEVANI | Retinal Blood Vessel Segmentation Using Deep Learning Concepts Based on U-NET Architecture of CNN | Completed | 2021 | |
| M.Tech | SHUBHAM BHARTI | Cyberbullying Detection in Social Media Text | Completed | 2021 | |
| M.Tech | SHWETA KUSHWAHA | Detection Distributed Denial service attacks in IoT devices using Network Traffic Capture | Completed | 2021 |
Patents
| Name | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|
Conferences/Workshop/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Information Retrieval | NIT HAMIRPUR | 2020 | Machine Learning for Natural Language Processing (MNLP-2020)” from 12th -17th October 2020 |
| Application of ML and DL in Cyberbullying | IPEC, Ghaziabad | 2022 | Recent Trends in Cyber Security and Machine Intelligence |
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 |
|---|