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<h2>Department of<br>Information Technology</h2>
<p>Indian Institute Of Information Technology-Allahabad</p>
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<li id="profile">Prof. Manish Kumar</li>
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<div id="pic"><img src="manish2.jpg" alt="Dr. Manish Kumar"></div>
<div id="imgr"><h2>Dr. Manish Kumar</h2>
<p><strong>Professor & Head</strong></p>
<p>Department of Information Technology</p>
<p>Coordinator, Data Analytics Lab</p>
<p>Stream Chair: M.Tech (Data Engineering)</p>
<p>Indian Institute Of Information Technology-Allahabad</p>
<p>INDIA - 211012</p>
<p>Email-id: manish[@]iiita[Dot]ac[Dot]in.</p></div>
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<h2>Research Areas</h2>
<p>Big Data Analytics</p>
<p>Machine Learning & Data Analytics</p>
<p>IoT & Smart City applications</p>
<p> Wireless Sensor Network (Data Processing, Event Detection, Data Aggregation)</p>
<h2>Other Responsibilities / Assignment</h2>
<p>Chairman, Center for Short Term Certification Programme (CSTCP)</p>
<p>Secretary, IEEE Computer Society, (U.P. Section)</p>
<p>Advisor - Prayagraj Smart City Project</p>
<p>President Faculty Forum</p>
<p>Member of Technical Committee MahaKumbh 2025 (PSCL)</p>
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<h3 style="color: white;">Contact Information</h3>
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<td> <h2>Contact Information</h2>
<p>Prof. Manish Kumar<br>
Room No. 4103, Computer center 2<br>
Indian Institute of Information Technology, Allahabd,<br>
Allahabad, Uttar Pradesh, INDIA -211012</p>
<p>Tel: +91-532-292-2196 (Office)<br>
Tel: +91-532-292-2637 (Home)<br>
Tel: +91-9450961205 (Home)<br>
E-mail: manish@iiita[Dot]ac[Dot]in</p></td>
<td> <p>
<h2>Past Responsbilities</h2>
Cheif Proctor<br>
Associate Dean (S & P)<br>
Nodal Officer, IIIT-Allahabad, Ek Bharat Shreshtha Bharat<br>
Mentor-Startup "Social Vaidya Medical Pvt Ltd" by IIIT-A Alumni<br>
Programme Co-ordinator, MLBDA Certificate Course<br>
IIIT-Allahabad & TalentEdge, Prayagraj<br>
Chairman(Council of Warden)<br>
Estate officer, IIIT Allahabad<br>
Chairman, SUGC (Senate under-graduate committee)<br>
Convener, DUGC (Departmental under-graduate committee)<br>
Faculty Incharge, Maintenance Cell, IIIT-Allahabad<br>
Warden, Boys Hostel-4 IIIT-Allahabad<br>
Faculty Incharge, Sports, IIIT-Allahabad<br>
Vice President, IIIT-A faculty forum, IIIT-Allahabad</p></td>
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<div id="content-education" class="content" style="text-align: center;">
<h2>Doctor of Philosophy (Ph.D)</h2>
<p>Information Technology</p>
<p>Indian Institute of Information Technology-Allahabad , India.</p>
<h2>Master of Technology (M.Tech)</h2>
<p>Computer Science</p>
<p>Birla Institute of Technology, Mesra (Ranchi), India.</p>
<h2>Post Graduate Diploma</h2>
<p>Computer Application</p>
<p>Birla Institute of Technology, Mesra (Ranchi), India.</p>
<h2>Master of Science</h2>
<p>Operation Research</p>
<p>Delhi University, Delhi, India.</p>
</div>
<div id="content-invited-talks" class="content">
<h2>Invited Talks</h2>
<p>(1) “MapReduce Framework", Workshop on <h7>"Big Data Technologies"</h7> , 21 - 25 June, 2021, Tula's Institute (The Engineering & Management College) Dhoolkot, Dehradun. (Online Mode).</p>
<p>(2) “Introduction to DM & Association Mining", Workshop on <h7>"Machine learning and Data Analytics (MLDA-2021)" </h7>, 28 May - 11 June, 2021 IIIT, Allahabad. (Online Mode).</p>
<p>(3) “Classification-DT, Bayesian", Workshop on <h7>"Machine learning and Data Analytics (MLDA-2021)"</h7> , 28 May - 11 June, 2021 IIIT, Allahabad. (Online Mode).</p>
<p>(4) “Hierarchical and Density based Clustering of large data", Workshop on <h7>"Machine learning and Data Analytics (MLDA-2021)"</h7> , 28 May - 11 June, 2021 IIIT, Allahabad. (Online Mode).</p>
<p>(5) “Big Data Analytics (MR, Spark)", Workshop on <h7>"Machine learning and Data Analytics (MLDA-2021)"</h7> , 28 May - 11 June, 2021 IIIT, Allahabad. (Online Mode).</p>
<p>(6) “Clustering of Large Data/Big Data", AICTE sponsored One Week Short Term Training Programme (STTP) on <h7>"Data science and Machine learning"</h7> , 28th May, 2021, Narula Institute of Technology, Agarpara, Kolkata. (Online Mode).</p>
<p>(7) “Big data: Challenges and perspective", Webinar on <h7>"Computer Society of India, Webinar Series-49"</h7> , 21 March 2021, Allahabad. (Online Mode).</p>
<p>(8) “Hierarchical clustering", Faculty Development Programme (ATAL-AICTE) on <h7>"Machine Learning and Optimization"</h7> , 1 - 5 February, 2021, IIIT- Allahabad, Prayaagraj. (Online Mode).</p>
<p>(9) “Database Management in Mobile Computing/Sensor Network", Faculty Development Programme on <h7>"Artificial Intelligence and Ambient Intelligence – Phase 1" </h7>, 25th January to 6th February 2021, Hindustan Institute of Technology and Science , Chennai. (Online Mode).</p>
<p>(10) “Clustering for IoT Data",Faculty Development Programme (ATAL-AICTE) on <h7>"Data Science for IoT"</h7> , 9- 13 October, 2020, IIIT- Allahabad, Prayaagraj. (Online Mode).</p>
<p>(11) “Time Series Data Clustering", Workshop on <h7>"Time Series Data Analysis (TSDA-2020)"</h7> , 28th -29th August, 2020, IIIT- Allahabad, Prayaagraj. (Online Mode).</p>
<p>(12) “Session Chair", International Conference on <h7>"Advancements in Interdisciplinary Research(ICAIR 2020)"</h7> , July 24 – 26, 2020, FIRMS India and B. M. College, Rajasthan University, Jaipur. (Online Mode).</p>
<p>(13) “Advanced Database Technology", Expert lecture on <h7>"Advanced Database" </h7>, United Engineering College, Prayaagraj, UP (Online Mode).</p>
<p>(14) “Database Management in Mobile Computing Environment", Seminar on <h7>"Emerging Trends in Networking"</h7> , VIT Chennai on 20th January 2020.</p>
<p>(15) “Data Mining”, expert lecture on <h7>“Data Mining”</h7> , BIT- Mesra, Ranchi, Jharkhand (Online Mode).</p>
<p>(16) “Big Data Algorithm”, Faculty Development Programme (ATAL-AICTE) on <h7>“Data Sciences”</h7> , 8th-12th November, 2019, IIIT- Allahabad, Prayagraj.</p>
<p>(17) “Mining data”, Faculty Development Programme (ATAL-AICTE) on <h7>“Data Sciences”</h7> , 8th-12th November, 2019, IIIT- Allahabad, Prayagraj.</p>
<p>(18) “Distributed Database Systems”, Faculty Development Programme on <h7>“Blockchain”</h7> , 21st-25th October, 2019, IIIT- Allahabad, Prayagraj.</p>
<p>(19) “Distributed Database", Workshop on <h7>"Big Data Analytics and Machine Learning"</h7> , 19th-22nd October, 2019 Global Academy of Technology, Bangalore.</p>
<p>(20) “Data Management in Mobile Computing", Workshop on <h7>"Knowledge & Policy for Sustainable Development: Global Lessons and Local Challenges"</h7> , 25th September to 27th September, 2019 at GGS Indraprastha University, Delhi.</p>
<p>(21) “Distributed Database and Consensus Protocols ", Workshop on <h7>"Block Chain"</h7> , 16th September to 20th September, 2019 MNNIT- Allahabad, Prayagraj.</p>
<p>(22) “Mining Data and Big data algorithms”, Workshop on <h7>"MACHINE INTELLIGENCE AND SIGNAL PROCESSING"</h7> , September 7-10, 2019, IIIT- Allahabad, Prayagraj.</p>
<p>(23) “Data Management in Mobile Computing", Faculty Development Programme on <h7>"Emerging Trends in Networking"</h7> , 24 June - 28 June, 2019 Centre for Advanced Studies, AKTU, Lucknow.</p>
<p>(24) “Big Data Mining and Multi Relational Data Mining", Workshop on <h7>"Machine Learning & Data Analytics 2019"</h7> , 25 May - 31 May, 2019 IIIT Allahabad.</p>
<p>(25) “New Trends in Wireless Sensor Networks",Technical Education Quality Improvement Programme on <h7>"Advances in Wireless and Optical Networks"</h7> , 27 May - 01 June, 2019 Rajkiya Engineering College, Azamgarh, UP.</p>
<p>(26) “Current Trends in Integration of IoT with Blockchain Technology", <h7>"Technical Education Quality Improvement Programme"</h7> , 11 March - 15 March, 2019 Rajkiya Engineering College, Azamgarh, UP.</p>
<p>(27) “Machine Learning for Business Intelligence: Concepts, Techniques and Applications", Faculty Development Programme on <h7>"Advancement in Machine Learning"</h7> , 26 February - 2 March, 2019 at I.E.R.T. Prayagraj</p>
<p>(28) “Lecture on e-Learning", Workshop on <h7>"Faculty Development Centre sponsored by MHRD"</h7> , 11th February, 2019</p>
<p>(29) “Big Data in Life Sciences and Healthcare (BDLSH-2019)", Workshop on <h7>"Big Data Mining"</h7> , 12 February - 13 February, 2019 at Amity University Uttar Pradesh, Lucknow Campus.</p>
<p>(30) “Data Mining Algoritms-Large Enough", Faculty Development Programme on <h7>"Data Mining"</h7> , 1 June - 6 June, 2018 Shambhunath Institute of Engineering & Technology, Allahabad.</p>
<p>(31) “ Data management in Mobile Computing", Faculty Development Program on "<h7>Advance Computer Network"</h7> , 1 May - 5 May, 2018 United College of Engineering and Research, Allahabad.</p>
<p>(32) “Mining Big Data", Workshop on <h7>"Parallel and Distributed Data Stream Mining"</h7> , 19 December - 23 December, 2017 IIIT, Allahabad.</p>
<p>(33) “Mining Big Data", Workshop on <h7>"Machine learning and Data Analytics (MLDA-2017)"</h7> , 13 July - 18 July, 2017 IIIT, Allahabad.</p>
<p>(34) “Social Network Analysis", Workshop on <h7>"Machine learning and Data Analytics (MLDA-2017)"</h7> , 13 July - 18 July, 2017 IIIT, Allahabad.</p>
<p>(35) “IoT and Wireless Sensor Networks", Short Term Course on <h7>"Workshop on Antenna Design and Signal Processing Techniques for 5G Networks and IoT"</h7>(ADSPNIT-2017) , 27 Feb - 4 March, 2017 MNNIT, Allahabad.</p>
<p>(36) “Mining Large Data", Short Term Course on <h7>"Workshop on Emerging Trends in Communication & Information Technology"</h7> (COMMIT-2017) , 30 Jan - 3 Feb, 2017 SHUATS, Allahabad.</p>
<p>(37) Keynote Speaker, in on <h7>“International workshop on Role of technological advances, incubation themes and engineering skills (TAITES-2016)"</h7> , at CIT Kokarajhar, Assam, 21-23 January, 2016.</p>
<p>(38) “Advances in database management systems", in on <h7>“Inservice course of PGT (CS) of Kendriya Vidyalaya Sangathan”</h7> , Allahabad, 26th May 2016.</p>
<p>(39) Keynote Speaker, in on <h7>“National workshop on Creation and Establishment of Virtual Classroom and e-Learning”</h7> , at SHIATS Allahabad, 5-6 May, 2015.</p>
<p>(40) “Data Management in mobile computing", Short Term Course on <h7>"Mobile, Ad hoc and Vehicular Communication"</h7> (MAVECOM-2013) , July 22-27, 2013 MNNIT, Allahabad.</p>
<p>(41) “Database Systems” in <h7>"Workshop on AFRES and PRIME"</h7>, held at Headquarter North Central Railway-Allahabad during 24-28 January 2011.</p>
<p>(42) “Application of Database Management Systems in Agriculture” in <h7>“National Training program on Trends in Bioinformatics and Computation Systems: Exploring Interconnections for Molecular Biological Applications”</h7> , under “National Agriculture Innovation Project”, 16-29 July 2011 at National Bureau of Agriculturally Important Microorganisms (NBAIM), Mau. U.P.</p>
<p>(43) “Multidimensional modeling and data mining application” in <h7>“Short term course on Data Digitization, Data Warehousing & Data Mining”</h7> in 24-28th 2009 supported by DIT,MCIT,GOI organized by IIIT, Allahabad.</p>
<p>(44) "Data management in Wireless Sensor Networks" in <h7>"pre-conference Workshop of WCSN"</h7> , 11-15 December 2007 at IIIT-Allahabad.</p>
<p>(45) "Database Technology" , Finishing school for engineering students June 1-July 15, 2008 IIIT-Allahabad.</p>
<h2>Workshop Attended</h2>
<p>(1) “International seminar on Empowering Visually Impaired Through ICT” April 15-16, 2009 at RGIIT, Amethi.</p>
<p>(2) “National Workshop on NPTEL (National Programme for Technology Enhanced Learning) ” June 27-28, 2007 at IIT, Kanpur.</p>
<p>(3) “International conference of forum of scientists from south and south East Asia on : Capacity building in science and technology, policy perspective, opportunities and challenges in the context of globalization ” November 15-16, 2007 at INSA(Indian National Science Academy), New Delhi.</p>
<p>(4) “National Seminar on Empowering Rural Health Through ICT” August 19-20, 2007 at RGIIT(a campus of IIIT- Allahabad), Amethi.</p>
<p>(5) “International conference cum workshop on 4G mobile technology” December, 2004 at Birla Institute of Technology, Mesra, Extension Center, Noida.</p>
<h2>Workshop/Short term courses organized</h2>
<p>(1) Course Coordinator of Talentedge CSTCP Industry Partner workshop titled as <h7>"Workshop on Machine Learning and Big Data Analytics"</h7> (MLBDA)-2021 , 27 June, 2021 - 27 June, 2022 at IIIT Allahabad.</p>
<p>(2) Coordinator of CSIR and DST-SERB sponsored workshop titled as <h7>"Workshop on Machine Learning and Data Analytics"</h7> (MLDA)-2019 , 25 May - 31 May, 2019 at IIIT Allahabad.</p>
<p>(3) Coordinator of CSIR and DST-SERB sponsored workshop titled as <h7>"Workshop on Machine Learning and Data Analytics"</h7> (MLDA)-2018 , 20 June- 26 June, 2018 at IIIT Allahabad.</p>
<p>(4) Coordinator of CSIR and DST-SERB sponsored workshop titled as <h7>"Workshop on Machine Learning and Data Analytics"</h7> (MLDA)-2017 , 13 July-18 July 2017 at IIIT Allahabad.</p>
<p>(5) Coordinator of IEEE Workshop on <h7>"Computational Intelligence"</h7> (CIW-2014) , 13-15th October, 2014 at IIIT Allahabad.</p>
<h2>Conference/Workshop (Program Committee member)</h2>
<p>(1) “Technical Program Committee member of ICAAAIML' 2022: Third International Conference on Advances and Applications of Artificial Intelligence and Machine Learning” September 16-17, 2022, School of Engineering & Technology, Sharda University.</p>
<p>(2) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December 15-19, 2011 at IIIT, Allahabad.</p>
<p>(3) “Organizing committee member of International conference on Wireless Communication and Sensor Networks ” December 15-19, 2010 at IIIT, Allahabad.</p>
<p>(4) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December 15-19, 2009 at IIIT, Allahabad.</p>
<p>(5) “Organizing committee member of Science Conclave for Nobel Laureates” December 8-14, 2009 at IIIT, Allahabad.</p>
<p>(6) “Organizing committee member of Science Conclave for Nobel Laureates” December 8-14, 2008 at IIIT, Allahabad.</p>
<p>(7) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December, 2008 at IIIT, Allahabad.</p>
<p>(8) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December, 2007 at IIIT, Allahabad.</p>
<p>(9) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December, 2006 at IIIT, Allahabad.</p>
<p>(10) “Organizing committee member of All India VC conference” November, 2005 at IIIT, Allahabad.</p>
</div>
<div id="content-publication" class="content">
<h2>Publication</h2>
<div id="journal">
<h2>Journal</h2>
<!--<p>"A Comprehensive Survey on Big Data Analytics: Characteristics, Tools and Techniques" <h7>ACM Computing Surveys (2025), (Impact Factor: 28).</h7></p>
<p>"Fft-asvr: an adaptive approach for accurate prediction of IoT data streams" <h7>Journal of Supercomputing (2024), (Impact Factor: 2.7).</h7></p>
<p>"Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data" <h7>Evolving Systems (Springer) (2024), (Impact Factor: 2.7).</h7></p>
<p>"Event detection using the user context in sensor based IoT" <h7>Wireless Networks (2023), (Impact Factor: 2.1).</h7></p>
<p>"Intensity Based Event Detection in Sensor Based IoT" <h7>IEEE Transactions on Network Science and Engineering (2025), (Impact Factor: 7.9).</h7></p>
<p>"Aeds-iot: adaptive clustering-based event detection scheme for iot data streams" <h7>Internet of Things (2023), (Impact Factor: 7.6).</h7></p>
<p>"COVID-19 severity detection using chest X-ray segmentation and deep learning" <h7>Scientific Reports (2024), (Impact Factor: 3.9).</h7></p>
<p>"Sentiment analysis based distributed recommendation system" <h7>Multimedia Tools and Applications (Springer US) (2024).</h7></p>
<p>"Multivariate time series short term forecasting using cumulative data of coronavirus" <h7>Evolving Systems (Springer Berlin Heidelberg) (2024), (Impact Factor: 2.7).</h7></p>
<p>"Lazy learning and sparsity handling in recommendation systems" <h7>Knowledge and Information Systems (Springer) (2024), (Impact Factor: 3.1).</h7></p>
<p>"An efficient real-time stock prediction exploiting incremental learning and deep learning" <h7>Evolving Systems (Springer Berlin Heidelberg) (2023), (Impact Factor: 2.7).</h7></p>
<p>"Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data" <h7>Evolving Systems (2024), (Impact Factor: 2.8).</h7></p>
<p>"Distributed hyperparameter optimization based multivariate time series forecasting" <h7>Multimedia Tools and Applications (2024), (Impact Factor: 3.6).</h7></p>
<p>"Distributed hyperparameter optimization based multivariate time series forecasting" <h7>Multimedia Tools and Applications (2024).</h7></p>
<p>"Kihcdp: an incremental hierarchical clustering approach for iot data using Dirichlet process" <h7>IEEE Access (2024), (Impact Factor: 3.6).</h7></p>
<p>"Adaptive load balancing in cluster computing environment" <h7>The Journal of Supercomputing (2023), (Impact Factor: 2.7).</h7></p>
<p>"An efficient real-time stock prediction exploiting incremental learning and deep learning" <h7>Evolving Systems (2023), (Impact Factor: 2.347).</h7></p>
<p>"Adaptive load balancing in cluster computing environment" <h7>The Journal of Supercomputing (2023), (Impact Factor: 3.3).</h7></p>
<p>"A survey on event detection approaches for sensor based IoT" <h7>Elsevier-Internet of Things (2023), (Impact Factor: 5.9).</h7></p>
<p>"AEDS-IoT: Adaptive clustering-based Event Detection Scheme for IoT data streams" <h7>Elsevier-Internet of Things (2023), (Impact Factor: 5.9).</h7></p>
<p>"Multivariate time series short term forecasting using cumulative data of coronavirus" <h7>Evolving Systems (2023), (Impact Factor: 3.2).</h7></p>
<p>"Real-time traffic light violations using distributed streaming" <h7>The Journal of Supercomputing (2023), (Impact Factor: 3.3).</h7></p>
<p>"Improved multi-class classification approach for imbalanced big data on spark" <h7>The Journal of Supercomputing (2023), (Impact Factor: 3.3).</h7></p>
<p>"Distributed Item Recommendation Using Sentiment Analysis" <h7>Proceedings of International Conference on Data Science and Applications (2023).</h7></p>
<p>"Analysis and forecasting of air quality index based on satellite data" <h7>Inhalation Toxicology (2023), (Impact Factor: 3.011).</h7></p>
<p>"Quality Assessment and Monitoring of River Water Using IoT Infrastructure" <h7>IEEE Internet of Things Journal (2023), (Impact Factor: 10.238).</h7></p>
<p>"Performance analysis and deployment of partitioning strategies in apache spark" <h7>Procedia Computer Science (2023), (Impact Factor: 0.883).</h7></p>
<p>"Stock Market Prediction Using Ensemble Learning and Sentimental Analysis" <h7>Machine Learning, Image Processing, Network Security and Data Sciences (2023).</h7></p>
<p>"A Methodological Review of Time Series Forecasting with Deep Learning Model: A Case Study on Electricity Load and Price Prediction" <h7>Machine Learning, Image Processing, Network Security and Data Sciences (2023).</h7></p>
<p>"Cluster Based Smart Random Walk for Data Aggregation in Wireless Sensor Network" <h7>2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Technologies and Applications (2022).</h7></p>
<p>"Distributed Decision Fusion for Large Scale IoT-Ecosystem" <h7>2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Technologies and Applications (2022).</h7></p>
<p>"Sound Event Detection using Federated Learning" <h7>2022 IEEE 9th Uttar Pradesh Section International Conference on Electrical Electronics and Computer Engineering (2022).</h7></p>
<p>"A Hybrid Approach based Stress Monitoring System for Office Environment using IoT" <h7>2022 IEEE 19th India Council International Conference (INDICON) (2022).</h7></p>
<p>"Random Partition Based Adaptive Distributed Kernelized SVM for Big Data" <h7>IEEE Access (2022), (Impact Factor: 3.47).</h7></p>
<p>"Air quality analysis during COVID-19 utilizing satellite data" <h7>2022 2nd International Conference on Intelligent Technologies (CONIT) (2022).</h7></p>
<p>"Data visualization through non linear dimensionality reduction using feature based Ricci flow embedding" <h7>Multimedia Tools and Applications 81 (11), 14831-14850 (2022), (Impact Factor: 2.757).</h7></p>
<p>"Pipeline Based Big Data Sketching" <h7>2021 5th International Conference on Information Systems and Computer Networks (2021), (Impact Factor: N/A).</h7></p>
<p>"WSN localization using similarity-based Ricci flow embedding" <h7>IEEE Sensors Journal (2021), (Impact Factor: 3.301).</h7></p>
<p>"A rotation based regularization method for semi-supervised learning" <h7>Pattern Analysis and Applications (2021), (Impact Factor: 2.307).</h7></p>
<p>"Fingerprint identification using modified capsule network" <h7>2021 12th International conference on computing communication and networking (2021).</h7></p>
<p>"Multiclass imbalanced big data classification utilizing spark cluster" <h7>2021 12th International Conference on Computing Communication and Networking (2021).</h7></p>
<p>"Improving Classification Accuracy Using Data Fusion Technique in IoT." <h7>PACIS (2021).</h7></p>
<p>"Regularized Deep Convolutional Generative Adversarial Network" <h7>Computer Vision and Image Processing: 5th International Conference, CVIP (2021).</h7></p>
<p>"Distributed synthesized association mining for big transactional data." <h7>Sādhanā (2020), (Impact Factor: 0.849).</h7></p>
<p>"Interpreting SVM for medical images using Quadtree." <h7>Multimedia Tools and Applications (2020), (Impact Factor: 2.757).</h7></p>
<p>"Manifold learning with localized procrustes analysis based WSN localization" <h7>IEEE Sensors Letters (2020), (Impact Factor: 2.474).</h7></p>
<p>"Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT" <h7>IEEE Systems Journal (2020), (Impact Factor: 3.987).</h7></p>
<p>"Sparse Matrix Completion for Effective Recommendation System" <h7>Advances in VLSI, Communication, and Signal Processing (2020).</h7></p>
<p>"Spatial Correlation Based Device Level Clustering for IoT" <h7>2019 IEEE Conference on Information and Communication Technology (2019).</h7></p>
<p>"WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion" <h7>IEEE Transactions on Parallel and Distributed Systems (2019) (Impact Factor: 2.6).</h7></p>
<p>"Stream Processing With Concept Drift for Event Identification in Sensors Enabled IoT Environment" <h7>IEEE Sensors Journal (2019), (Impact Factor: 3.073).</h7></p>
<p>"Network Health Monitoring of WSNs Using Node Loss Rate Calculations" <h7>Wireless Personal Communications (2019) (Impact Factor: 1.2).</h7></p>
<p>"ODECS: An OnDemand Explosion-Based Compressed Sensing Using Random Walks in Wireless Sensor Networks." <h7>IEEE Systems Journal (2019) (Impact Factor: 4.337).</h7></p>
<p>"DLME: Distributed Log Mining Using Ensemble Learning for Fault Prediction." <h7>IEEE Systems Journal (2019) (Impact Factor: 4.337).</h7></p>
<p>"Pattern mining for large distributed dataset: A parallel approach (PMLDD)" <h7>KSII Transactions on Internet & Information Systems (2018) (Impact Factor: 0.611).</h7></p>
<p>"Frequent Itemset Mining in Large Datasets a Survey" <h7>International Journal of Information Retrieval Research (IJIRR) (2017)</h7></p>
<p>"Low Cost Localization using Nyström Extended Locally Linear Embedding" <h7>Pattern Recognition Letters (2018).</h7></p>
<p>"Patch based LLE with Selective Neighborhood for Node Localization" <h7>IEEE Sensors Journal (2018).</h7></p>-->
<p>"A Comprehensive Survey on Big Data Analytics: Characteristics, Tools and Techniques." in <h7>ACM Computing Surveys 57, no. 8 (2025): 1-33. (Impact Factor: 28).</h7></p>
<p>"Intensity Based Event Detection in Sensor Based IoT." in <h7>IEEE Transactions on Network Science and Engineering (2025). (Impact Factor: 7.9).</h7></p>
<p>"Fft-asvr: an adaptive approach for accurate prediction of IoT data streams." in <h7>Journal of Supercomputing (Springer) 80, no. 10 (2024) (Impact Factor: 2.7)</h7></p>
<p>"Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data." in <h7>Evolving Systems (Springer) 15, no. 2 (2024): 469-488. (Impact Factor: 2.7)</h7></p>
<p>"Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data." in <h7>Evolving Systems (Springer) 15, no. 2 (2024): 469-488.(Impact Factor: 2.7).</h7></p>
<p>"Distributed hyperparameter optimization based multivariate time series forecasting." in <h7>Multimedia Tools and Applications (Springer) 83, no. 2 (2024): 5031-5053. (Impact Factor: 3.6).</h7></p>
<p>"Kihcdp: an incremental hierarchical clustering approach for iot data using Dirichlet process." in <h7>IEEE Access 12 (2024): 56019-56032. (Impact Factor: 3.6).</h7></p>
<p>"Multivariate time series short term forecasting using cumulative data of coronavirus." in <h7>Evolving Systems (Springer) 15, no. 3 (2024): 811-828. (Impact Factor: 2.7)</h7></p>
<p>"Event detection using the user context in sensor-based IoT." in <h7>Wireless Networks (Springer) 29, no. 6 (2023): 2577-2589. (Impact Factor: 2.1)</h7></p>
<p>"COVID-19 severity detection using chest X-ray segmentation and deep learning." in <h7>Scientific Reports (Nature)14, no. 1 (2024): 19846. (Impact Factor: 4.3).</h7></p>
<p>"Sentiment analysis based distributed recommendation system." in <h7>Multimedia Tools and Applications (Springer) 83, no. 25 (2024): 66539-66563. (Impact Factor: 3.6).</h7></p>
<p>"Multivariate time series short term forecasting using cumulative data of coronavirus." in <h7>Evolving Systems (Springer) 15, no. 3 (2024): 811-828.(Impact Factor: 2.7).</h7></p>
<p>"Lazy learning and sparsity handling in recommendation systems." in <h7>Knowledge and Information Systems(Springer) 66, no. 12 (2024): 7775-7797. (Impact Factor: 3.1).</h7></p>
<p>"An efficient real-time stock prediction exploiting incremental learning and deep learning." in <h7>Evolving Systems(Springer) 14, no. 6 (2023): 919-937.(Impact Factor: 2.7)</h7></p>
<p>"Aeds-iot: adaptive clustering-based event detection scheme for iot data streams." in <h7>Internet of Things (Elsevier) 22 (2023): 100704.(Impact Factor: 7.6)</h7></p>
<p>"Adaptive load balancing in cluster computing environment: T. Singh et al." in <h7>The Journal of Supercomputing (Springer) 79, no. 17 (2023): 20179-20207.(Impact Factor: 2.7).</h7></p>
<p>"An efficient real-time stock prediction exploiting incremental learning and deep learning." in <h7>Evolving Systems (Springer) 14, no. 6 (2023): 919-937.(Impact Factor: 2.7).</h7></p>
<p>"A survey on event detection approaches for sensor based IoT." in <h7>Internet of Things (Elsevier) 22 (2023): 100720. (Impact Factor: 7.6).</h7></p>
<p>"Real-time traffic light violations using distributed streaming." in <h7>The Journal of Supercomputing (Springer) 79, no. 7 (2023): 7533-7559. (Impact Factor: 2.7).</h7></p>
<p>"Improved multi-class classification approach for imbalanced big data on spark." in <h7>The Journal of Supercomputing (Springer) 79, no. 6 (2023): 6583-6611.(Impact Factor: 2.7)</h7></p>
<p>"Analysis and forecasting of air quality index based on satellite data." in <h7>Inhalation Toxicology (Taylor & Francis) 35, no. 1-2 (2023): 24-39. (Impact Factor:2.1)</h7></p>
<p>"Quality assessment and monitoring of river water using IoT infrastructure." in <h7>IEEE Internet of Things Journal 10, no. 12 (2023): 10280-10290.(Impact Factor: 10.6)</h7></p>
<p>"Performance analysis and deployment of partitioning strategies in apache spark." in <h7>Procedia Computer Science (Elsevier) 218 (2023): 594-603. (Impact Factor: 0.883).</h7></p>
<p>"Pattern mining for large distributed dataset: A parallel approach (PMLDD)." in <h7>KSII Transactions on Internet and Information Systems (2023).(Impact Factor:1.2).</h7></p>
<p>"Random partition based adaptive distributed kernelized SVM for big data." in <h7>IEEE Access 10 (2022): 95623-95637. (Impact Factor: 3.47).</h7></p>
<p>"Data visualization through non linear dimensionality reduction using feature based Ricci flow embedding." in <h7>Multimedia Tools and Applications(Springer) 81, no. 11 (2022): 14831-14850.(Impact Factor: 2.7).</h7></p>
<p>"WSN localization using similarity-based Ricci flow embedding." in <h7>IEEE Sensors Journal 21, no. 19 (2021): 22094-22103.(Impact Factor: 3.6).</h7></p>
<p>"A rotation based regularization method for semi-supervised learning." in <h7>Pattern Analysis and Applications (Springer) 24, no. 3 (2021): 887-905.(Impact Factor: 2.1)</h7></p>
<p>"Improving Classification Accuracy Using Data Fusion Technique in IoT." in <h7>In PACIS, p. 142. 2021.(Impact factor: 3.5).</h7></p>
<p>"Distributed synthesized association mining for big transactional data." in <h7>Sādhanā (Springer) 45, no. 1 (2020): 169.(Impact Factor: 1.214)</h7></p>
<p>"Interpreting SVM for medical images using Quadtree." in <h7>Multimedia Tools and Applications (Springer) 79, no. 39 (2020): 29353-29373.(Impact Factor: 2.7).</h7></p>
<p>"Manifold learning with localized procrustes analysis based WSN localization." in <h7>IEEE Sensors Letters 4, no. 10 (2020): 1-4.(Impact Factor: 2.2).</h7></p>
<p>"Anticomplementary triangles for efficient coverage in sensor network-based IoT." in <h7>IEEE Systems Journal 14, no. 4 (2020): 4854-4863.(Impact Factor: 4.4).</h7></p>
<p>"WEED-MC: Wavelet transform for energy efficient data gathering and matrix completion." in <h7>IEEE Transactions on Parallel and Distributed Systems 31, no. 5 (2019): 1066-1073.(Impact Factor: 6).</h7></p>
<p>"Stream processing with concept drift for event identification in sensors enabled IoT environment." in <h7>IEEE Sensors Journal 19, no. 24 (2019): 12187-12195.(Impact Factor: 4.4)</h7></p>
<p>"Network health monitoring of WSNs using node loss rate calculations." in <h7>Wireless Personal Communications (Springer)108, no. 1 (2019): 253-268.(Impact Factor: 2.2)</h7></p>
<p>"ODECS: An on-demand explosion-based compressed sensing using random walks in wireless sensor networks." in <h7>IEEE Systems Journal 13, no. 3 (2019): 2466-2475.(Impact Factor: 4.4).</h7></p>
<p>"DLME: distributed log mining using ensemble learning for fault prediction." in <h7>IEEE Systems Journal 13, no. 4 (2019): 3639-3650.(Impact Factor: 4.4).</h7></p>
<p>"Low cost localization using Nyström extended locally linear embedding." in <h7>Pattern Recognition Letters (Elsevier) 110 (2018): 30-35.(Impact factor : 3.3)</h7></p>
<p>"Patch-based LLE with selective neighborhood for node localization." in <h7>IEEE Sensors Journal 18, no. 9 (2018): 3891-3899. (Impact factor: 0.73).</h7></p>
<p>"Frequent Itemset Mining in Large Datasets: A Survey." in <h7>International Journal of Information Retrieval Research (IJIRR) 7, no. 4 (2017): 37-49. (impact factor :0.5)</h7></p>
<p>"Accurate detection of important events in WSNs." in <h7>IEEE Systems Journal 13, no. 1 (2017): 248-257. (Impact factor: 4.4).</h7></p>
<p>"Node Scheduling and Compressed Sampling for Event Reporting in WSNs" <h7>IEEE Transactions on Network Science and Engineering (2018), DOI: 10.1109/TNSE.2018.2799845.</h7></p>
<p>"In-network data processing in wireless sensor networks using compressed sensing" in <h7>Int. J. Sensor Networks (2018), Vol. 26, No. 3, pp.174–189. (SCI) (Impact Factor: 0.454), Inder Science Publishers.</h7></p>
<p>"A Compressed Sensing Approach to Resolve the Energy Hole Problem in Large Scale WSNs" <h7>Wireless Personal Communications 99, no. 1 (2018): 185-201.</h7></p>
<p>"In-network data processing in wireless sensor networks using compressed sensing" <h7>International Journal of Sensor Networks 26, no. 3 (2018): 174-189.</h7></p>
<p>"Voronoi Neighbor Based Energy Efficient Event Detection in Wireless Sensor Networks" <h7>AEU-International Journal of Electronics and Communications (2017). (Impact Factor: 1.147).</h7></p>
<p>"Compressed Sensing Framework for Energy Efficient Wireless Sensor Networks" <h7>Wireless Personal Communications 92, no. 2 (2017): 529-548.</h7></p>
<p>"DBCS: A Decomposition Based Compressive Sensing for Event Oriented Wireless sensor Networks," <h7>Wireless Personal Communication (2017). DOI: 10.1007/s11277-017-5103-5 (Impact factor: 0.951).</h7></p>
<p>"In-Network Data Processing Based on Compressed Sensing in WSN: A Survey," <h>Wireless Personal Communication (2017). doi:10.1007/s11277-017-4288-y (Impact factor: 0.951).</h></p>
<p>"Energy Efficient Event Detection Using Probabilistic Inference in Wireless Sensor Networks," <h7>IETE Journal of Research, 2017 <h7>(Impact Factor: 0.909)</h7>.</p>
<p>"Frequent Itemset Mining in Large Datasets: A Survey," <h7>International Journal of Information Retrieval Research (IJIRR), IGI publication, 2017 (Scopus Indexed) <h7></h7>.</p>
<p>"Adaptive Locally Linear Embedding for Node Localization in Sensor Networks," <h7>IEEE Sensors Journal ( Volume: PP, Issue: 99 ) DOI: 10.1109/JSEN.2017.2681100 <h7>(Impact factor: 2.512)</h7>.</p>
<p>"Incremental LLE for Localization in Sensor Networks," <h7>IEEE Sensors Journal 17, no. 19 (2017): 6483-6492. <h7>(Impact factor: 2.512)</h7>.</p>
<p>"In-network Data Processing in Wireless Sensor Networks Using Compressed Sensing" in <h7>International Journal of Sensor Networks 1(1):1 · January 2016 DOI: 10.1504/IJSNET.2016.10001449 <h7>(Impact Factor: 0.637)</h7>.</p>
<p>"Hierarchical compressed sensing for cluster based wireless sensor networks,"<h7> " International J Adv Comput Sci Appl. 1, No. 7(2016): 58-67 (Scopus Indexed)"<h7>.</p>
<p>"In-Network Data Processing Based on Compressed Sensing in WSN: A Survey,<h7>" Wireless Pers Commun (2017) 96: 2087. <h7>(Impact factor 0.957)</h7>.</p>
<p>"Compressed sensing based acoustic event detection in protected area networks with wireless multimedia sensors,<h7>" Multimedia Tools and Applications, pp. 1-25 (2016) <h7>(Impact Factor: 1.530)</h7>.</p>
<p>"Secure Data Aggregation in Wireless Sensor Networks using Homomorphic Encryption," <h7>International Journal of Electronics (2015)</h7>.</p>
<p>"Analysis of Stock Volatility Clustering Using ANN,<h7>"Information Resource Management journal (IRMJ) 28, no.(2)(2015):32-45 (Scopus Indexed)".</h7>.</p>
<p>"GMCA: a greedy multilevel clustering algorithm for data gathering in wireless sensor networks,<h7>" International Journal of Communication Networks and Distributed Systems ( Inderscience), Vol. 11, No. 2, pp. 198-213 2013 (Scopus Indexed)</h7>.</p>
<p>"Pattern Generation for Complex Data using Hybrid Mining," <h7>International Journal of Data Mining & Knowledge Management Process, Vol.3, No. 4, pp. 127-135, 2013 (Scopus Indexed)<h7></h7>.</p>
<p>"Applications of Data Mining in Dynamic Social Network Analysis," Data Mining in <h7>Dynamic Social Networks and Fuzzy Systems, pp. 110-121, IGI-Global 2013 </h7>.</p>
<p>"Combined Mining Approach to Generate Patterns for Complex Data," CCSIT, SIPP, AISC, PDCTA-2013, pp. 91-97,2013 </h7>.</p>
<p>"XQuery based Query Processing Architecture in <h7>Wireless Sensor Networks," International Journal of Computer Applications, Vol. 43, No. 23, pp. 5-10, 2012 <h7></h7>.</p>
<p>"Two phase clustering based aggregation in WSN ,<h7>" International Journal of Data Mining, Modeling and Management ( Inderscience), Vol. 2, No. 3, pp. 216-237, 2010</h7>.</p>
</div>
<h2>Books</h2>
<p>(1) "Applied Big Data Analytics in Operations Management” " by IGI Global publications,USA, September 2016</p>
<h2>Chapters</h2>
<p>(1) "Optimizing Software Error Proneness Prediction Using Bird-Mating Algorithm" publication in book "Software Project Management for Distributed Computing: Life-Cycle Methods for Developing Scalable and Reliable Tools." under<h7> Springer(2016)</h7></p>
<p>(2) "Predictive Analytics in Operations Management" for the book "Applied Big Data Analytics in Operations Management (2016):68." under the <h7>IGI-Global publisher, USA. (2016)</h7></p>
<p>(3) "Collaborative Filtering Based Data Mining for Large Data" for the book "Collaborative Filtering Based Data Mining for Large Data (2016):115" under the <h7>IGI-Global publisher, USA. (2016)</h7></p>
<p>(4) "Rules Extraction using Data Mining in Historical Data" for the book "Business Intelligence: Concepts, Methodologies, Tools, and Applications (2015):263" under the <h7>IGI-Global publisher, USA. (2015)</h7></p>
<p>(5) "Rule optimization of Web-logs data using Evolutionary Technique" for the book "Research Methods: Concepts, Methodologies, Tools, and Applications (2015):158" <h7>IGI-Global publisher, USA (2015)</h7></p>
<p>(6) "Rules Extraction uaing data mining in Historical data" for the book "Data mining and Analysis in Engineering field" (2014):89. <h7>[IGI-Global publisher, USA]</h7></p>
<p>(7) "Applications of data mining in social network analysis" for the book "Data mining in Dynamic Social Networks and Fuzzy Systems (2013), pp. 110-121." under the <h7>IGI-Global publisher, USA. (2013)</h7></p>
<div id="conference">
<h2>International/National Conference</h2>
<p>"A Domain-Aware Data Fusion Scheme for Cold Start Problem in Early-Stage IoT Systems." In 2025 <h7>IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT), pp. 1017-1023. IEEE, 2025.</h7></p>
<p>"IoT-Based Disease Detection of Corn Leaf Using CVGG-16 Model." In <h7>2024 IEEE 8th International Conference on Information and Communication Technology (CICT), pp. 1-6. IEEE, 2024.</h7></p>
<p> "A novel approach for crop disease detection using mccnns and decorrelating color spaces." In 2024 <h7>15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.</h7></p>
<p> "ECG Signal Denoising and Feature Learning for Accurate Arrhythmia Classification." In 2024 <h7> IEEE 8th International Conference on Information and Communication Technology (CICT), pp. 1-6. IEEE, 2024.</h7></p>
<p>"OPDD: Optimized Deep CNN Architecture for Accurate Plant Disease Detection." In 2024 <h7>IEEE 8th International Conference on Information and Communication Technology (CICT), pp. 1-6. IEEE, 2024.</h7></p>
<p>"Accurate and Decentralized Approach for Traffic Flow Prediction Using Federated Learning." In 2023 <h7>27th International Computer Science and Engineering Conference (ICSEC), pp. 287-292. IEEE, 2023.</h7></p>
<p>"Distributed decision fusion for large scale iot-ecosystem." In 2022<h7> IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), pp. 112-119. IEEE, 2022.</h7></p>
<p>"Distributed Decision Fusion for Large Scale IoT-Ecosystem" in <h7>15th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), December 19-22, 2022, Penang, Malaysia.</h7></p>
<p>"Stock market prediction using ensemble learning and sentimental analysis." In <h7>Machine Learning, Image Processing, Network Security and Data Sciences: Select Proceedings of 3rd International Conference on MIND 2021, pp. 429-441. Singapore: Springer Nature Singapore, 2023.</h7></p>
<p>"Sound Event Detection using Federated Learning" in <h7>9th IEEE UP Section International Conference on Electrical, Electronics and Computer Engineering 2-4 December 2022, IIIT Allahabad, India</h7></p>
<p>"A Methodological review of Time Series Forecasting with Deep Learning Model : A Case study on Electricity Load and Price Prediction”," in <h7>3rd International Conference on Machine Learning, Network Security and Data Sciences, December 11-12, 2021, National Institute of Technology, Raipur, Chhattisgarh, India.</h7></p>
<p>"A Hybrid Approach based Stress Monitoring System for Offce Environment using IoT" in <h7>IEEE 19th India Council International Conference, 24th to 26th Nov 2022, Kochi Kerala, India.</h7></p>
<p>"Performance Analysis and Deployment of Partitioning Strategies in <h7>Apache Spark International Conference on Machine Learning and Data Engineering" in 7th International Conference on Machine Learning and Data Engineering, September 07-08, 2022 UPES, Dehradun, India.</h7></p>
<p>"IoT Based Plant Disease Detection and Classifcation: A Study on Learning Models" in <h7>International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS), July 12- 14, 2021.</h7></p>
<p>"Cluster Based Smart Random Walk for Data Aggregation in Wireless Sensor Network" in <h7>International Conference on, Pacific Asia Conference on Information Systems (PACIS2021), July 12- 14, 2021.</h7></p>
<p>"Air Quality Analysis During COVID-19 Utilizing Satellite Data”, (CONIT), " in <h7>2nd International Conference on Intelligent Technologies, June 24-26, 2022, Karnataka, India.</h7></p>
<p>"COVID-19 Short Term Forecasting Using LSTM”," in <h7>3rd International Conference on Recent Innovative Trends in Computer Science and Applications (ICRITCSA-2022), Bangalore, Karnataka, India, India, May 6-7, 2022.</h7></p>
<p>"Distributed Item Recommendation using Sentiment Analysis”, " in <h7>3rd International Conference on Data Science and Applications (ICDSA 2022), March 26-27, 2022, Jadavpur University, Kolkata, India.</h7></p>
<p>“Improving Classification Accuracy Using Data Fusion Technique in IoT" " in <h7>International Conference on, Pacific Asia Conference on Information Systems (PACIS2021), July 12- 14, 2021.</h7></p>
<p>“Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster" " in <h7>12th International Conference on, Computing Communication and Networking (ICCCNT 2021), July 6 - 8, 2021.</h7></p>
<p>“Fingerprint Identification using Modified Capsule Network" " in <h7>12th International Conference on, Computing Communication and Networking (ICCCNT 2021), July 6 - 8, 2021.</h7></p>
<p>“Regularized Deep Convolutional Generative Adversarial Network" " <h7>in International Conference on, IAPR International Conference on Computer Vision and Image Processing (CVIP2020), December 4-6, 2020.</h7></p>
<p>"Food Recommendation System using Neural Collaborative Filtering and Sentiment Analysis" " in <h7>International Conference on, Advancements in Interdisciplinary Research (ICAIR2020), july 2020.</h7></p>
<p>“Data Management in Mobile Computing" " in <h7>International Conference on, "Knowledge & Policy for Sustainable Development: Global Lessons and Local Challenges", 25th September to 27th September, 2019 at GGS Indraprastha University, Delhi.</h7></p>
<p>“Mining Data and Big data algorithms”. " in <h7>International Conference on, “Machine Intelligence and Signal Processing, MISP-2019”, September 7-10, 2019, IIIT- Allahabad, Prayagraj.</h7></p>
<p>"Sparse Matrix Completion for Effective Recommendation System" in <h7>International Conference on VLSI, Communication and Signal Processing, 2018.</h7></p>
<p>"Applying Big Data Intelligence for Real Time Machine Fault Prediction " in <h7>International Conference on Big Data Analytics, pp. 376-391. Springer, Cham, 2018.</h7></p>
<p>"Pattern generation from event oriented sensor data using distributed sensor transaction model" <h7>4th Multidisciplinary international social networks conference (MISNC 2017), Bangkok, Thailand.</h7></p>
<p>"Jellyfish Detection Using Wireless Sensor Networks "<h7>International Conference on Information and Communication Technology(CICT-2017), 3-5 November.</h7></p>
<p>"Sparse Data Recovery Using Optimized Orthogonal Matching Pursuit" <h7>8Th International conference on Ambient Systems, Networks & Technologies (ANT'2017), Madeira, Portugal.</h7></p>
<p>"Monitoring deforestation using acoustic signals, " in <h7>International conference on Bioinformatics and Systems Biology (BSB), pp. 1-4.IEEE, 2016.</h7></p>
<p>"Privacy Preserving In-network Aggregation in Wireless Sensor Networks, " in <h7>11th International Conference on Future Networks and Communications (FNC-2016), 2016, in Montreal, Quebec, Canada.</h7></p>
<p>"Locally Linear Embedding for Node Localization in Wireless Sensor Networks, " in <h7>International conference on Computational Intelligence and Communication networks (CICN), pp. 126-130.IEEE, 2015.</h7></p>
<p>"Data aggregation based link loss inference in wireless sensor networks, " in <h7>IEEE UP Section Conference on Electrical Computer and Electronics (UPCON),2015, pp. 1-5.IEEE, 2015.</h7></p>
<p>"Combined mining approach to generate patterns for complex data, " in <h7>International conference on computer science and information technology, February 18-20, 2013, Banglore.</h7></p>
<p>"Rule extraction in Health care data, " in <h7>National Seminar on Data Mining in Health Care (supported by CSIR), June 1-2, 2013, IIIT, Allahabad.</h7></p>
<p>"Quantitative Trait Loci (QTL) Database Analysis for Finding Association among Traits, " in <h7>International Conference on Bioinformatics and System Biology, 19-21 Feb 2010.</h7></p>
<p>"Clustering approach to Data Aggregation in Wireless Sensor Networks," in <h7>ICON-2008, 12-14 December, 2008, IIT Roorkee.</h7></p>
<p>"Data Clustering in Sensor Networks using ART, " in <h7>WCSN 2008, 27-29 December, 2008, IIIT-Allahabad.</h7></p>
<p>"Querying video sensor networks, " in <h7>WCSN- 2007, 11-15 December 2007, IIIT-Allahabad.</h7> </p>
</div>
<h2>Reviewer of Following Refereed Journals</h2>
• Systems Journal, Elsevier</p>
• IETE Journal of Research - Taylor & Francis</p>
• Sadhana – Springer</p>
• Wireless Personal Communications (Impact Factor: 1.2)</p>
• IEEE Systems Journal (Impact Factor: 4.337)</p>
• KSII Transactions on Internet & Information Systems (Impact Factor: 0.611)</p>
• International Journal of Information Retrieval Research (IJIRR)</p>
• Pattern Recognition Letters</p>
• IEEE Sensors Journal</p>
• IEEE Transactions on Network Science and Engineering</p>
• Multimedia Tools and Applications (Impact Factor: 1.530)</p>
• IETE Journal of Research (Impact Factor: 0.909)</p>
• AEU-International Journal of Electronics and Communications (Impact Factor: 1.147)</p>
• International Journal of Sensor Networks</p>
• International Journal of Electronics</p>
</div>
<div id="content-work-experience" class="content">
<h2>Work Experience</h2>
<p>1. <h7>Since Dec 2017-till date</h7>: <strong>Associate Professor</strong>, Department of Information Technology, Indian Institute of Information Technology, Allahabad</p>
<p>2. <h7>Since June 2010-Nov 2017</h7>: <strong>Assistant Professor</strong>, Department of Information Technology, Indian Institute of Information Technology, Allahabad</p>
<p>3. <h7>July 2005- May 2010</h7>: <strong>Lecturer</strong>, Department of Information Technology, Indian Institute of Information Technology, Allahabad</p>
<p>4. <h7>July 2004- June 2005</h7> : <strong>Lecturer</strong>, Computer Science and Information Technology Department at Birla Institute of Technology and Science, Pilani, Rajasthan.</p>
<p>5. <h7>September 2002- July 2004</h7> : <strong>Associate Lecturer and Research Associate</strong>, Computer Science Department at Birla Institute of Technology, Mesra, Ranchi</p>
</div>
<div id="content-students" class="content">
<h2 style="text-align: center;"> PhD Students</h2>
<div class="containers" id="student-container">
<!-- Student containers will be inserted here -->
</div>
</div>
<div id="content-projects" class="content">
<h2>Projects</h2>
<table>
<tr>
<th>S. No.</th>
<th>Title of Project</th>
<th>Funding Agency</th>
<th>Status</th>
</tr>
<tr>
<td>1.</td>
<td>STI Hub in ICT at IIITA (1.86 Crore)</td>
<td>DST, Govt. of India. </td>
<td>Completed</td>
</tr>
<tr>
<td>2.</td>
<td>Development of Security Audit Framework for Secure IoT Network (2.7 Crore)</td>
<td>IIT Kanpur</td>
<td>Ongoing</td>
</tr>
<tr>
<td>3.</td>
<td>Design and Development of Dimensionality Reduction Techniques for Cyber Physical Systems (31.28 Lakh)</td>
<td>Department of Science and Technology, DST India</td>
<td>Completed</td>
</tr>
<tr>
<td>4.</td>
<td>IOT based water quality assessment for river Ganga (10 Lakh)</td>
<td>MHRD through IIIT Allahabad</td>
<td>Completed</td>
</tr>
</table>
</div>
<div id="content-courses" class="content">
<h2>Course Handling</h2>
<p><strong>1. Session Aug-Dec / 2025:</strong></p>
<ul>
<li>Data Management In Mobile & Sensor Networks (B.Tech VII-Semester & M.Tech III-Semester)</li>
<li>Data Analytics (M.Tech, I-Semester Software & Data Engineering)</li>
</ul>
<p><strong>2. Course Offered Jan-May / 2024:</strong></p>
<ul>
<li>Data Mining (B.Tech, VI-Semester)</li>
</ul>
</div>
<div id="content-professional-activities" class="content">
<h2>Professional Activities</h2>
<p>Senior Member, IEEE Computer Society, (UP Section), India</p>
<p>IEEE <strong>Senior Member #:</strong> 90580456</p>
<p>ACM <strong>Member #:</strong> 1417948</p>
<p>International Association of Engineers</p>
<h2>Social Activities</h2>
<p>Member, Unnat Bharat Abhiyan, Indian Institute of Information Technology Allahabad, India</p>
</div>
<div id="content-personal-information" class="content">
<div style="overflow: hidden;">
<img src="family1.png" alt="Department of Information Technology" style="width: 40%; height: auto; float: right; padding-left: 10px; padding-bottom: 10px; border-radius: 5%;">
<div style="padding-right: 10%;">
<h2>Personal Information</h2>
<p><strong>D.O.B:</strong> 15th August 1976</p>
<p><strong>Nationality:</strong> Indian</p>
<p><strong>Sex:</strong> Male</p>
<p><strong>Marital status:</strong> Married</p>
<p><strong>Languages Known:</strong> English, Hindi</p>
<h2>Family</h2>
<p><strong>Wife:</strong> Dr. Satakshi Singh</p>
<p><strong>Elder daughter:</strong> Ms. Shreyasi Singh (Mahi)</p>
<p><strong>Younger daughter:</strong> Ms. Aaradhya Singh (Gauri)</p>
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