2023:
1. Suseela Sellamuthu, Jagendra singh, Aditya Vaddadi, Srinivas Venkata, Hemant Petwal, “AI-based recommendation model for effective decision to maximise ROI”, Soft Computing, Springer, 2023 (SCI Impact Factor: 3.732)
2. Pooja Singhal, Jagendra Singh, Shelly Gupta, and Deepak, “An Integrated Approach for Analysis of Electronic Health Records using Blockchain and Deep Learning”, In Recent Advances in Computer Science and Communications, Bentham Science Publishers, 2023. (DOI:10.2174/2666255816666230509142714) (SCOPUS)
3. Wajdi Alghamdi; Jagendra Singh, S. Mayakannan; G A Sivasankar; B. Ravi Naik; V Krish ,“Turbulence Modeling Through Deep Learning: An In-Depth Study of Wasserstein GANs”, 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), IEEE, Trichy, India, 20-22 September 2023. DOI: 10.1109/ICOSEC58147.2023.10275878, https://ieeexplore.ieee.org/document/10275878
4. Leelavathi R, Jagendra Singh, Subha B, Ashish Sharma, Vishal Gupta, “The Influence of Extraction Methods on Big Data Mining and Management.”, In SciTech International Conference 2023, IEEE Explore, 2023.
5. Vimalnath, Jagendra Singh, Ramesh Pandi, Nidhi Jindal, S Mohan, “Analyzing the Interactive systems for scalable visual analysis for warehouse management”, In SciTech International Conference 2023, IEEE Explore, 2023.
6. S. Mohanap Priya, Jagendra Singh, Rupali Atul Mahajan, M. Tamilselvi , Deepak A Vidhate, Atowar Ul Islam, “The Role of Quantum Computing and Machine Learning in information management”, In SciTech International Conference 2023, IEEE Explore, 2023.
7. Saud Ilahi, Reecha Singh, Jagendra Singh, Dler Salih Hasan , Shadiya. M. S, S. Mohan, “Leveraging asynchronous FPGAs for crypto acceleration in business context”, In SciTech International Conference 2023, IEEE Explore, 2023.
8. Nestor Ulloa, Rosana, G A Sivasankar, Jagendra Singh, S. Mayakannan, “Investigating Material Science Simulations with High-Performance Computing: A Phase-Field Method Approach”, In 4th International Conference on Smart Electronics and Communication, ICOSEC 2023, IEEE Explore, Trichy, Tamil Nadu, India, 2023.
9. Rana Veer, Kandasamy. V, Jagendra Singh, Ajay Vishwath, “Evolution Of Future Wireless Networks Using Cognitive Radio Networks For Data Management”, In SciTech International Conference 2023, IEEE Explore, 2023.
10. Mohammad Sajid, Jagendra Singh, Ranjit Rajak,” Capacitated Vehicle Routing Problem Using Algebraic Particle Swarm Optimization with Simulated Annealing Algorithm”, In Artificial Intelligence in Cyber-Physical Systems, CRC Press, 2023 (eBook ISBN: 9781003248750). (Book Chapter) (SCOPUS)
11. Jagendra Singh, Nalina K B, Reshmi Menon, Abu Tahir, Pavankumar Sonawane, Aruna Adarsh,” Examining the Role of Digital Technologies in Transforming Traditional Business Models and Exploring the Benefits and Challenges of Digital Transformation”, In European Economic Letters Journal, Vol. 3 No. 3, 2023 (DOI: https://doi.org/10.52783/eel.v13i3.354)
12. Shachi Mall and Jagendra Singh, “Heart Diagnosis Using Deep Neural Network”, accepted in 3rd International Conference on Computational Intelligence and Knowledge Economy ICCIKE 2023, Amity University, Dubai, 2023.
13. Jagendra Singh, Arnav Tyagi, Annie David, Shachi Mall “An Innovative Method for Extracting Aspects with Aspect and Semantic Similarity”, In International Conference on Advanced Materials, Manufacturing and Industrial Engineering (AMMIE 2023), Elsevier, VIT Valore, India, 2023.
14. Manisha Verma, Jagendra Singh, “AI-Based Data Analytics for E-Rendering Frameworks”, In Architecture and Technological Advancements of Education 4.0, IGI Global, 2024, https://doi.org/10.4018/978-1-6684-9285-7.
15. Jagendra Singh, Shachi Mall “Comparative study of Heart Failure using the Approach of Machine learning and Deep Neural Networks” In 4th International Conference on Data Analytics & Management (ICDAM-2023), LNNS series, Springer, London Metropolitan University, London, UK, 23rd – 24th, June, 2023.
2022
1. Anita S. Kini, Jagendra Singh, A. Nanda Gopal Reddy, Manjit Kaur, S. Satheesh, Thomas Martinetz, Hammam Alshazly, “Ensemble Deep Learning and Internet of Things-Based Automated COVID-19 Diagnosis Framework”, Contrast Media & Molecular Imaging, vol. 2022, Article ID 7377502, 10 pages, 2022. https://doi.org/10.1155/2022/7377502 (SCI Impact Factor: 3.161)
2. Yadav, C.S.; Singh, J.; Pradhan, M.K.; Gangadharan, S.M.P.; Chaudhary, J.K.; Khan, A.A.; Haq, M.A.; Alhussen, A.; Wechtaisong, C.; Imran, H., “Multi-Class Pixel Certainty Active Learning Model for Classification of Land Cover Classes Using Hyperspectral Imagery”. Electronics 2022, 11, 2799. https://doi.org/10.3390/electronics11172799 (SCI Impact Factor: 3.02)
3. Yadav, C.S.; Singh, J.; Yadav, A.; Pattanayak, H.S.; Kumar, R.; Khan, A.A.; Haq, M.A.; Alhussen, A.; Alharby, S. “Malware Analysis in IoT & Android Systems with Defensive Mechanism”. Electronics 2022, 11, 2354. https://doi.org/10.3390/electronics11152354 (SCI Impact Factor: 2.41)
4. Goswami, A.; Singh, J.; Sharma, D.; Mathuku, H.; Gangadharan, S.M.P.; Yadav, C.S.; Sahu, S.K.; Pradhan, M.K.; Imran, H., “Change Detection in Remote Sensing Image Data Comparing Algebraic and Machine Learning Methods”, Electronics, Article id: 1505208, 2022 (SCI Impact Factor: 2.397)
5. Jagendra Singh, “An Efficient Deep Neural Network Model for Music Classification”, Int. J. Web Science, Vol. 3, No. 3, 2022 (SCOPUS)
6. J. Singh, M. Sajid, C. S. Yadav, S. S. Singh and M. Saini, “A Novel Deep Neural-based Music Recommendation Method considering User and Song Data,” 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI), 2022, pp. 1-7, doi: 10.1109/ICOEI53556.2022.9776660.
7. Jagendra Singh, Mohammad Sajid, Chandra Shekhar Yadav, “An Efficient Approach for Wireless rechargeable sensor networks for vehicle charging”. In International conference on augmented intelligence and sustainable systems (ICAISS 2022), 24-26, November 2022, Trichy, India.
8. Khushnood Bilal, Mohammad Sajid and Jagendra Singh, “Blockchain Technology: Opportunities & Challenges”. In IEEE International Conference on Data Analytics for Business And Industry, Organized on 25 – 26 October 2022, Kingdom of Bahrain. (https://ieeexplore.ieee.org/document/10041562)
9. Saurabh Kumar, Suryakant Pathak & Jagendra Singh (2022) “An enhanced digital forensic investigation framework for XSS attack”, Journal of Discrete Mathematical Sciences and Cryptography, 25:4, 1009-1018, DOI: 10.1080/09720529.2022.2072424
10. Jagendra Singh, Reet Aggarwal, Shubhi Tiwari and Vinayak Joshi, “Exam Proctoring Classification Using Eye Gaze”, In 3rd IEEE International Conference on Smart Electronics and Communication (ICOSEC 2022), at Kongunadu College of Engineering and Technology, Tamil Nadu, India, 2022.
11. Mohammad Sajid, Jagendra Singh and Ranjit Rajak, “Algebraic Particle Swarm Optimization with Simulated Annealing Algorithm for Capacitated Vehicle Routing Problem”, In Artificial Intelligence in Cyber Physical Systems Principles and Applications, CRC Press, Taylor & Francis, 2022. (ISBN 9781032164830)
12. Jagendra Singh, P. D. Adith Varma, Sahas Gundapaneni, Sai Preethi Bhupathiraju, Darshiniram Mattaparthi, Mohammad Sajid, “Aspect Based Sentiment Classification Using Deep Memory Network”, In 7th IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC 2022), Jaypee University of Information Technology, Waknaghat, Solan, Himachal Pradesh, India, 2022. (https://ieeexplore.ieee.org/document/10053158)
13. Jagendra Singh, Mohammad Sajid, Chandra Shekhar Yadav, “An Efficient Approach for Wireless Rechargeable Sensor Networks for Vehicle Charging”, In IEEE International Conference on Augmented Intelligence and Sustainable Systems (ICAISS 2022), 24-26 Nov 2022, CARE College of Engineering, Trichy, India, 2022. (https://ieeexplore.ieee.org/document/10011100)
14. Jagendra Singh, Kamal Upreti, Aditya Kr. Gupta, Nandan Dave, Arihant Surana and Durgesh Mishra, “Deep Learning Approach for Hand Drawn Emoji Identification”, In 2022 IEEE International Conference on Current Development in Engineering and Technology (CCET), 23-24 Dec, SAGE University, Bhopal, India, 2022.
15. Pramod G. Musrif, Jagendra Singh, Amol More, Ashish Shankar, Ramkrishna Jana (2023), “Design of Green IoT for Sustainable Smart Cities and Ecofriendly Environment”, European Chemical Bulletin Journal, Volume 12, issue 6, 2023 (SCOPUS)
16. Ashish Ranjan Sinha, Pratibha Vijay Jadhav, Ravindra Kumar , Memon Ubed, R Nithya, Jagendra Singh, (2023), “Big data, digital transformation and marketing analytics for business intelligence”, European Chemical Bulletin Journal, Volume 12, issue 8, 2023 (SCOPUS)
17. Jagendra Singh, Kamal Upreti, Snigdha Shrivastava, Aabhas Garg, Anupam Kumar Sharma, “Prediction & Detection of Cardiovascular Diseases using Machine Learning Approaches”, In 2022 IEEE International Conference on Communication, Security and Artificial Intelligence (ICCSAI-2022), 24-25 Dec, Galgotia University, Greater Noida, India, 2022.
2021
1. Shashank Sheshar Singh, Jagendra Singh, Divya Srivastava, and Madhushi Verma, “Influence Maximization Frameworks, Performance, Challenges and Directions: A Theoretical Study”, in Journal of King Saud University – Computer and Information Sciences, Elsevier, 2021 (SCI Impact Factor: 13.47)
2. Mohammad Sajid, Jagendra Singh, Deepak Garg, “Novel Algorithm for Capacitated Vehicle Routing Problem for Smart Cities”, Symmetry 2021, 13(10), 1923; doi:10.3390/sym13101923 (SCI Impact Factor: 2.7)
3. Jagendra Singh, Md Sajid, “Factorization Machine Based Music Recommendation Approach”, In 6th IEEE International Conference on Inventive Computation Technologies (ICICT 2021), pp. , Coimbatore, India, Jan. 21-23, 2021. ( ISBN: 978-1-7281-8501-9).
4. Jagendra Singh, Vijay Kumar Bohat, “Neural Network Model for Recommending Music Based on Music Genres”, In 10th IEEE International Conference on Computer Communication and Informatics (ICCCI -2021), Jan. 27-29, 2021, Coimbatore, INDIA. ( ISBN: 978-1-7281-5875-4).
5. Jagendra Singh, “Fuzzy Logic-Based Query Expansion Method for Efficient Information Retrieval Using Relevance Feedback Approach”, Australian official journal of patents, vol. 35, issue 16, 2021 ( ISSN 0819-1794).
6. Jagendra Singh, “A Process for Query Reformulation System Using Rank Aggregation and Genetic Approach”, Australian official journal of patents, vol. 35 , issue 23 , 2021 ( ISSN 0819-1794).
7. Jagendra Singh, “Linking Key Development Factors for Desired Outcomes in Smart Cities”, In Book Title: Intelligent Green Technologies for Sustainable Smart Cities, Scrivener Publishing, Wiley ( ISBN: ). (Book Chapter) (Accepted, Feb 2021)
8. Jagendra Singh, “A Relevance Feedback-Based Query Expansion Method Using Borda Count and Semantic Similarity Approach”, Australian official journal of patents, vol. 35 , issue 33, 2021 ( ISSN 0819-1794).
9. Jagendra Singh, “Artificial Intelligence and Blockchain Technologies for Smart City”, In Book Title: Intelligent Green Technologies for Sustainable Smart Cities, Scrivener Publishing, Wiley ( ISBN: ). (Book Chapter) (Accepted, Feb 2021)
10. Syed Mohib Raza, Mohammad Sajid, Jagendra Singh “Vehicle Routing Problem using Reinforcement Learning: Recent Advancements”, The 3rd International Conference on Machine Intelligence and Signal Processing (MISP 2021), Advanced Machine Intelligence and Signal Processing, Springer, Singapore, 2021, 269-280.
11. Aruna Yadav, A., Kumar, S., Singh, J. (2022). A Review of Physical Unclonable Functions (PUFs) and Its Applications in IoT Environment. In: Hu, YC., Tiwari, S., Trivedi, M.C., Mishra, K.K. (eds) Ambient Communications and Computer Systems. Lecture Notes in Networks and Systems, vol 356. Springer, Singapore. https://doi.org/10.1007/978-981-16-7952-0_1
2020
1.Jagendra Singh, “Learning based Driver Drowsiness Detection Model”, In 3rd IEEE International Conference on Intelligent Sustainable Systems (ICISS 2020), , pp. 1163-1166, Palladam, India, Dec. 2020. ( ISBN: 978-1-7281-7088-6).
2.Jagendra Singh, “Collaborative Filtering based Hybrid Music Recommendation System”, In 3rd IEEE International Conference on Intelligent Sustainable Systems (ICISS 2020), pp. 1064-1067, Palladam, India, Dec. 2020. (ISBN: 978-1-7281-7088-6).
2018
1.Jagendra Singh and Aditi Sharan, “Rank fusion and semantic genetic notion based automatic query expansion model”, Swarm and Evolutionary Computation, Vol-38, Elsevier, 2018 (SCI IF: 6.912).
2017
1. Jagendra Singh, “Ranks Aggregation and Semantic Genetic Approach based Hybrid Model for Query Expansion “, International Journal of Computational Intelligence Systems, Vol. 10 (2017) 34–55 (SCIE IF: 1.838)
2. Jagendra Singh and Aditi Sharan, “A new fuzzy logic based query expansion model for efficient information retrieval using relevance feedback approach”, Neural Computing And Applications, Vol 28, Springer, 2017 (SCI IF: 4.664)
3. Chin-Teng Lin, Mukesh Prasad, Chia-Hsin Chung, Deepak Puthal, Hesham El-Sayed, Sharmi Sankar, Yu-Kai Wang, Jagendra Singh, Arun Kumar Sangaiah, “IoT-based Wireless Polysomnography Intelligent System for Sleep Monitoring”, IEEE Access, Vol 6, Oct 2017 (SCI IF: 4.098)
4. Jagendra Singh, Mukesh Prasad, Yousef Daraghmi, Prayag Tiwari, Pranay Yadav, Neha Bharill, “Fuzzy Logic Hybrid Model with Semantic Filtering Approach for Pseudo Relevance Feedback-based Query Expansion”, 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017.
5. Jagendra Singh and Rakesh Kumar, “Lexical Co-Occurrence and Contextual Window-Based Approach with Semantic Similarity for Query Expansion”, International Journal of Intelligent Information Technologies (IJIIT), IGI, Vol. 13, No. 3, pp. 57-78, 2017. (SCOPUS Indexed).
6. Jagendra Singh and Aditi Sharan, “Term Co-occurrence and Context Window based Combined Approach for Query Expansion with the Semantic Notion of Terms”, International Journal of Web Science(IJWS), Inderscience, Vol. 3, No. 1, 2017. (SCOPUS Indexed).
7. Jagendra Singh and Aditi Sharan, “Ranks aggregation and semantic genetic approach based hybrid model for query expansion”, International Journal of Computational Intelligence Systems, Taylor & Francis, Vol. 10, Issue 1, 2017, Pages 34 – 55 (SCI IF: 2.153)
2016
1. Jagendra Singh, Mukesh Prasad, Om Kumar Prasad, Er Meng Joo, Amit Kumar Saxena and Chin-Teng Lin, “A Novel Fuzzy Logic Model for Pseudo-Relevance Feedback-Based Query Expansion”, International Journal of Fuzzy Systems, Springer, Vol 18, 2016 (SCI IF: 4.406)
2. Jagendra Singh and Aditi Sharan, “Relevance Feedback based Query Expansion Model using Ranks Combining and Word2vec Approach”, IETE- Journal of Research, Taylor & Francis, Vol 62, 2016 (SCIE IF: 1.125)
3. Jagendra Singh, Aditi Sharan. “Selecting good Pseudo-Relevance Feedback Documents using Co-training Approach for Automatic Query Expansion”, IEEE Workshop On Computational Intelligence (WCI-2016), IIT Kanpur, India, 2016.
2015
1. Jagendra Singh and Aditi Sharan, “Relevance feedback based query expansion model using Borda count and semantic similarity approach”, Computational Intelligence and Neuroscience, Article ID: 568197, pp. 1-14, 2015, (SCIE IF: 2.284)
2. Jagendra Singh and Aditi Sharan, “Context Window based Co-occurrence Approach for Improving Feedback based Query Expansion in Information Retrieval”, International Journal of Information Retrieval Research, IGI, Vol. 5, No. 4, pp. 32-46, 2015. (DBLP Indexed).
3. Mukesh Prasad, Dong-Lin Li, Chin-Teng Lin, Jagendra Singh and Shiv Prakash, “Designing Mamdani-Type Fuzzy Reasoning for Visualizing Prediction Problems Based on Collaborative Fuzzy Clustering”, IAENG International Journal of Computer Science, vol. 42, no. 4, pp. 404-411, 2015. (DBLP Indexed).
4. Jagendra Singh, Mukesh Prasad, C. T. Lin, Meng Joo Er. “A Novel Fuzzy Logic Model for Pseudo Relevance Feedback based Query Expansion”, 2015 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2015), Taiwan, 2015.
5. Jagendra Singh, Rakesh Kumar, Mukesh Prasad, Meng Joo Er. “A New Approach of Ranking Query Expansion Terms with Data Envelopment Analysis”, 2015 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2015), Taiwan, 2015.
6. Mukesh Prasad, C. T. Lin, Meng Joo Er, Jagendra Singh. “A Novel Data Knowledge Representation with Collaborative Fuzzy Transfer Rule for Takagi Sugeno Kang Type Model”, 2015 IEEE Symposium on Computational Intelligence in Control and Automation (IEEE CICA), 2015.
7. Jagendra Singh and Aditi Sharan, “Co-occurrence and Semantic Similarity Based Hybrid Approach for Improving Automatic Query Expansion in Information Retrieval”, Distributed Computing and Internet Technology, Lecture Notes in Computer Science (LNCS), Springer, Vol. 8956, pp. 415-420, 2015.
8. Aditi Sharan, Sifatullah Siddiqi, and Jagendra Singh, “Keyword Extraction from Hindi Documents using Statistical Approach”, Intelligent Computing Communication and Devices, Advances in Intelligent Systems and Computing, AISC Series, Springer, Vol. 309, pp. 507-513, 2015.
9. J. Singh and A. Sharan, “A novel model of selecting high quality pseudo-relevance feedback documents using classification approach for query expansion,” 2015 IEEE Workshop on Computational Intelligence: Theories, Applications and Future Directions (WCI), 2015, pp. 1-6, doi: 10.1109/WCI.2015.7495539.
2014
1. Jagendra Singh and Aditi Sharan, “Lexical Ontology based Computational Model to Find Semantic Similarity”, Intelligent Computing Networking and Informatics, Advances in Intelligent Systems and Computing, AISC Series, Springer, Vol. 243, pp. 119-128, 2014.
2013
1. Jagendra Singh, Aditi Sharan, and Sifatullah Siddiqi , “A Literature Survey on Automatic Query Expansion for Effective Retrieval Task”, International Journal of Advanced Computer Research, Vol. 3, No. 3, pp. 170 – 179, 2013.
2. Jagendra Singh and Aditi Sharan, “Lexical Chain based Approach of Term Weight Estimation in Information Retrieval”, International Journal of Computational Intelligence Research, Vol. 9, No. 2, pp. 89-99, 2013.
3. Jagendra Singh, Mayank Saini, and Sifatullah Siddiqi, “Graph Based Computational Model for Computing Semantic Similarity”, Emerging Research in Computing Information Communication and Applications, Elsevier, pp. 501-508, 2013.
4. Jagendra Singh and Aditi Sharan, “A Comparative Study between Keyword and Semantic based Search Engines”, International Conference on Cloud Big Data and Trust, RGPV Bhopal, India, pp. 13-15, 2013.
5. Jagendra Singh, “Query Expansion using Lexical Knowledge of WordNet”, International Conference on Cloud Big Data and Trust, RGPV Bhopal, India, pp. 135-137, 2013.
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