Indian Institute Of Information Technology-Allahabad
Associate Professor
Department of Information Technology
Coordinator, Data Analytics Lab
Cheif Proctor
Stream Chair: M.Tech (Data Engineering)
Indian Institute Of Information Technology-Allahabad
INDIA - 211012
Email-id: manish[@]iiita[Dot]ac[Dot]in.
Big Data Analytics
Machine Learning & Data Analytics
IoT & Smart City applications
Wireless Sensor Network (Data Processing, Event Detection, Data Aggregation)
Chairman, Center for Short Term Certification Programme (CSTCP)
Secretary, IEEE Computer Society, (U.P. Section)
Advisor - Prayagraj Smart City Project
Nodal Officer, IIIT-Allahabad, Ek Bharat Shreshtha Bharat
President Faculty Forum
Member of Technical Committee MahaKumbh 2025 (PSCL)
Research Gate
Linked 
Contact InformationDr. Manish Kumar Tel: +91-532-292-2196 (Office) |
Past ResponsbilitiesAssociate Dean (S & P)Mentor-Startup "Social Vaidya Medical Pvt Ltd" by IIIT-A Alumni Programme Co-ordinator, MLBDA Certificate Course IIIT-Allahabad & TalentEdge, Prayagraj Chairman(Council of Warden) Estate officer, IIIT Allahabad Chairman, SUGC (Senate under-graduate committee) Convener, DUGC (Departmental under-graduate committee) Faculty Incharge, Maintenance Cell, IIIT-Allahabad Warden, Boys Hostel-4 IIIT-Allahabad Faculty Incharge, Sports, IIIT-Allahabad Vice President, IIIT-A faculty forum, IIIT-Allahabad |
Information Technology
Indian Institute of Information Technology-Allahabad , India.
Computer Science
Birla Institute of Technology, Mesra (Ranchi), India.
Computer Application
Birla Institute of Technology, Mesra (Ranchi), India.
Operation Research
Delhi University, Delhi, India.
(1) “MapReduce Framework", Workshop on
(2) “Introduction to DM & Association Mining", Workshop on
(3) “Classification-DT, Bayesian", Workshop on
(4) “Hierarchical and Density based Clustering of large data", Workshop on
(5) “Big Data Analytics (MR, Spark)", Workshop on
(6) “Clustering of Large Data/Big Data", AICTE sponsored One Week Short Term Training Programme (STTP) on
(7) “Big data: Challenges and perspective", Webinar on
(8) “Hierarchical clustering", Faculty Development Programme (ATAL-AICTE) on
(9) “Database Management in Mobile Computing/Sensor Network", Faculty Development Programme on
(10) “Clustering for IoT Data",Faculty Development Programme (ATAL-AICTE) on
(11) “Time Series Data Clustering", Workshop on
(12) “Session Chair", International Conference on
(13) “Advanced Database Technology", Expert lecture on
(14) “Database Management in Mobile Computing Environment", Seminar on
(15) “Data Mining”, expert lecture on
(16) “Big Data Algorithm”, Faculty Development Programme (ATAL-AICTE) on
(17) “Mining data”, Faculty Development Programme (ATAL-AICTE) on
(18) “Distributed Database Systems”, Faculty Development Programme on
(19) “Distributed Database", Workshop on
(20) “Data Management in Mobile Computing", Workshop on
(21) “Distributed Database and Consensus Protocols ", Workshop on
(22) “Mining Data and Big data algorithms”, Workshop on
(23) “Data Management in Mobile Computing", Faculty Development Programme on
(24) “Big Data Mining and Multi Relational Data Mining", Workshop on
(25) “New Trends in Wireless Sensor Networks",Technical Education Quality Improvement Programme on
(26) “Current Trends in Integration of IoT with Blockchain Technology",
(27) “Machine Learning for Business Intelligence: Concepts, Techniques and Applications", Faculty Development Programme on
(28) “Lecture on e-Learning", Workshop on
(29) “Big Data in Life Sciences and Healthcare (BDLSH-2019)", Workshop on
(30) “Data Mining Algoritms-Large Enough", Faculty Development Programme on
(31) “ Data management in Mobile Computing", Faculty Development Program on "
(32) “Mining Big Data", Workshop on
(33) “Mining Big Data", Workshop on
(34) “Social Network Analysis", Workshop on
(35) “IoT and Wireless Sensor Networks", Short Term Course on
(36) “Mining Large Data", Short Term Course on
(37) Keynote Speaker, in on
(38) “Advances in database management systems", in on
(39) Keynote Speaker, in on
(40) “Data Management in mobile computing", Short Term Course on
(41) “Database Systems” in
(42) “Application of Database Management Systems in Agriculture” in
(43) “Multidimensional modeling and data mining application” in
(44) "Data management in Wireless Sensor Networks" in
(45) "Database Technology" , Finishing school for engineering students June 1-July 15, 2008 IIIT-Allahabad.
(1) “International seminar on Empowering Visually Impaired Through ICT” April 15-16, 2009 at RGIIT, Amethi.
(2) “National Workshop on NPTEL (National Programme for Technology Enhanced Learning) ” June 27-28, 2007 at IIT, Kanpur.
(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.
(4) “National Seminar on Empowering Rural Health Through ICT” August 19-20, 2007 at RGIIT(a campus of IIIT- Allahabad), Amethi.
(5) “International conference cum workshop on 4G mobile technology” December, 2004 at Birla Institute of Technology, Mesra, Extension Center, Noida.
(1) Course Coordinator of Talentedge CSTCP Industry Partner workshop titled as
(2) Coordinator of CSIR and DST-SERB sponsored workshop titled as
(3) Coordinator of CSIR and DST-SERB sponsored workshop titled as
(4) Coordinator of CSIR and DST-SERB sponsored workshop titled as
(5) Coordinator of IEEE Workshop on
(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.
(2) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December 15-19, 2011 at IIIT, Allahabad.
(3) “Organizing committee member of International conference on Wireless Communication and Sensor Networks ” December 15-19, 2010 at IIIT, Allahabad.
(4) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December 15-19, 2009 at IIIT, Allahabad.
(5) “Organizing committee member of Science Conclave for Nobel Laureates” December 8-14, 2009 at IIIT, Allahabad.
(6) “Organizing committee member of Science Conclave for Nobel Laureates” December 8-14, 2008 at IIIT, Allahabad.
(7) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December, 2008 at IIIT, Allahabad.
(8) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December, 2007 at IIIT, Allahabad.
(9) “Organizing committee member of International conference on Wireless Communication and Sensor Networks” December, 2006 at IIIT, Allahabad.
(10) “Organizing committee member of All India VC conference” November, 2005 at IIIT, Allahabad.
(1) "Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data" accepted in
(2) "Distributed hyperparameter optimization based multivariate time series forecasting" accepted in
(3) "An efficient real-time stock prediction exploiting incremental learning and deep learning" accepted in
(4) "Adaptive load balancing in cluster computing environment" accepted in
(5) "A survey on event detection approaches for sensor based IoT" accepted in
(6) "AEDS-IoT: Adaptive clustering-based Event Detection Scheme for IoT data streams" accepted in
(7) "Multivariate time series short term forecasting using cumulative data of coronavirus" accepted in
(8) "Real-time traffic light violations using distributed streaming" accepted in
(9) "Improved multi-class classification approach for imbalanced big data on spark" accepted in
(10) "Distributed Item Recommendation Using Sentiment Analysis" accepted in
(11) "Analysis and forecasting of air quality index based on satellite data" accepted in
(12) "Quality Assessment and Monitoring of River Water Using IoT Infrastructure" accepted in
(13) "Performance analysis and deployment of partitioning strategies in apache spark" accepted in
(14) "Stock Market Prediction Using Ensemble Learning and Sentimental Analysis" accepted in
(15) "A Methodological Review of Time Series Forecasting with Deep Learning Model: A Case Study on Electricity Load and Price Prediction" accepted in
(16) "Cluster Based Smart Random Walk for Data Aggregation in Wireless Sensor Network" accepted in
(17) "Distributed Decision Fusion for Large Scale IoT-Ecosystem" accepted in
(18) "Sound Event Detection using Federated Learning" accepted in
(19) "A Hybrid Approach based Stress Monitoring System for Office Environment using IoT" accepted in
(20) "Random Partition Based Adaptive Distributed Kernelized SVM for Big Data" accepted in
(21) "Air quality analysis during COVID-19 utilizing satellite data" accepted in
(22) "Data visualization through non linear dimensionality reduction using feature based Ricci flow embedding" accepted in
(23) "Pipeline Based Big Data Sketching" accepted in
(24) "WSN localization using similarity-based Ricci flow embedding" accepted in
(25) "A rotation based regularization method for semi-supervised learning" accepted in
(26) "Fingerprint identification using modified capsule network" accepted in
(27) "Multiclass imbalanced big data classification utilizing spark cluster" accepted in
(28) "Improving Classification Accuracy Using Data Fusion Technique in IoT." accepted in
(29) "Regularized Deep Convolutional Generative Adversarial Network" accepted in
(30) "Distributed synthesized association mining for big transactional data." accepted in
(31) "Interpreting SVM for medical images using Quadtree." accepted in
(32) "Manifold learning with localized procrustes analysis based WSN localization" accepted in
(33) "Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT" accepted in
(34) "Sparse Matrix Completion for Effective Recommendation System" accepted in
(35) "Spatial Correlation Based Device Level Clustering for IoT" accepted in
(36) "WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion" accepted in
(37) "Stream Processing With Concept Drift for Event Identification in Sensors Enabled IoT Environment" accepted in
(38) "Network Health Monitoring of WSNs Using Node Loss Rate Calculations" accepted in
(39) "ODECS: An OnDemand Explosion-Based Compressed Sensing Using Random Walks in Wireless Sensor Networks." accepted in
(40) "DLME: Distributed Log Mining Using Ensemble Learning for Fault Prediction." accepted in
(41) "Pattern mining for large distributed dataset: A parallel approach (PMLDD)" accepted in
(42) "Frequent Itemset Mining in Large Datasets a Survey" accepted in
(43) "Low Cost Localization using Nyström Extended Locally Linear Embedding" accepted in
(44) "Patch based LLE with Selective Neighborhood for Node Localization" accepted in
(45) "Node Scheduling and Compressed Sampling for Event Reporting in WSNs" accepted in
(46) "In-network data processing in wireless sensor networks using compressed sensing" accepted in
(47) "Accurate Detection of Important Events in WSNs" accepted in
(48) "A Compressed Sensing Approach to Resolve the Energy Hole Problem in Large Scale WSNs" accepted in
(49) "In-network data processing in wireless sensor networks using compressed sensing" accepted in
(50) "Voronoi Neighbor Based Energy Efficient Event Detection in Wireless Sensor Networks" accepted in
(51) "Compressed Sensing Framework for Energy Efficient Wireless Sensor Networks" accepted in
(52) "DBCS: A Decomposition Based Compressive Sensing for Event Oriented Wireless sensor Networks," accepted in
(53) "In-Network Data Processing Based on Compressed Sensing in WSN: A Survey," accepted in
(54) "Energy Efficient Event Detection Using Probabilistic Inference in Wireless Sensor Networks," accepted in
(55) "Frequent Itemset Mining in Large Datasets: A Survey," accepted in
(56) "Adaptive Locally Linear Embedding for Node Localization in Sensor Networks," accepted in
(57) "Incremental LLE for Localization in Sensor Networks," accepted in
(58) "In-network Data Processing in Wireless Sensor Networks Using Compressed Sensing," accepted in
(59) "Hierarchical compressed sensing for cluster based wireless sensor networks,"
(60) "In-Network Data Processing Based on Compressed Sensing in WSN: A Survey,
(61) "Compressed sensing based acoustic event detection in protected area networks with wireless multimedia sensors,
(62) "Secure Data Aggregation in Wireless Sensor Networks using Homomorphic Encryption,"
(63) "Analysis of Stock Volatility Clustering Using ANN,
(64) "GMCA: a greedy multilevel clustering algorithm for data gathering in wireless sensor networks,
(65) "Pattern Generation for Complex Data using Hybrid Mining,"
(66) "Applications of Data Mining in Dynamic Social Network Analysis," Data Mining in
(67) "Combined Mining Approach to Generate Patterns for Complex Data," CCSIT, SIPP, AISC, PDCTA-2013, pp. 91-97,2013 .
(68) "XQuery based Query Processing Architecture in
(69) "Two phase clustering based aggregation in WSN ,
(1) "Applied Big Data Analytics in Operations Management” " by IGI Global publications,USA, September 2016
(1) "Optimizing Software Error Proneness Prediction Using Bird-Mating Algorithm" accepted for publication in book "Software Project Management for Distributed Computing: Life-Cycle Methods for Developing Scalable and Reliable Tools." under
(2) "Predictive Analytics in Operations Management" for the book "Applied Big Data Analytics in Operations Management (2016):68." under the
(3) "Collaborative Filtering Based Data Mining for Large Data" for the book "Collaborative Filtering Based Data Mining for Large Data (2016):115" under the
(4) "Rules Extraction using Data Mining in Historical Data" for the book "Business Intelligence: Concepts, Methodologies, Tools, and Applications (2015):263" under the
(5) "Rule optimization of Web-logs data using Evolutionary Technique" for the book "Research Methods: Concepts, Methodologies, Tools, and Applications (2015):158"
(6) "Rules Extraction uaing data mining in Historical data" for the book "Data mining and Analysis in Engineering field" (2014):89.
(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
(1) "Distributed Decision Fusion for Large Scale IoT-Ecosystem" in
(2) "Stock Market Prediction Using Ensemble Learning and Sentimental Analysis”," in
(3) "Sound Event Detection using Federated Learning" in
(4) "A Methodological review of Time Series Forecasting with Deep Learning Model : A Case study on Electricity Load and Price Prediction”," in
(5) "A Hybrid Approach based Stress Monitoring System for Offce Environment using IoT" in
(6) "Performance Analysis and Deployment of Partitioning Strategies in
(7) "IoT Based Plant Disease Detection and Classifcation: A Study on Learning Models" in
(8) "Cluster Based Smart Random Walk for Data Aggregation in Wireless Sensor Network" in
(9) "Air Quality Analysis During COVID-19 Utilizing Satellite Data”, (CONIT), " in
(10) "COVID-19 Short Term Forecasting Using LSTM”," in
(11) "Distributed Item Recommendation using Sentiment Analysis”, " in
(12) "“Improving Classification Accuracy Using Data Fusion Technique in IoT" " in
(13) "“Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster" " in
(14) "“Fingerprint Identification using Modified Capsule Network" " in
(15) "“Regularized Deep Convolutional Generative Adversarial Network" "
(16) "“Food Recommendation System using Neural Collaborative Filtering and Sentiment Analysis" " in
(17) "“Data Management in Mobile Computing" " in
(18) "“Mining Data and Big data algorithms”. " in
(19) "Sparse Matrix Completion for Effective Recommendation System, " in
(20) "Applying Big Data Intelligence for Real Time Machine Fault Prediction, " in
(21) "Pattern generation from event oriented sensor data using distributed sensor transaction model, "accepted for publication in
(22) "Jellyfish Detection Using Wireless Sensor Networks, "accepted for publication in
(23) "Sparse Data Recovery Using Optimized Orthogonal Matching Pursuit, "accepted for publication in
(24) "Monitoring deforestation using acoustic signals, " in
(25) "Privacy Preserving In-network Aggregation in Wireless Sensor Networks, " in
(26) "Locally Linear Embedding for Node Localization in Wireless Sensor Networks, " in
(27) "Data aggregation based link loss inference in wireless sensor networks, " in
(28) "Combined mining approach to generate patterns for complex data, " in
(29) "Rule extraction in Health care data, " in
(30) "Quantitative Trait Loci (QTL) Database Analysis for Finding Association among Traits, " in
(31) Publised in IEEE Xplore paper titled "Clustering approach to Data Aggregation in Wireless Sensor Networks," in
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| S. No. | Title of Project | Funding Agency | Status |
|---|---|---|---|
| 1. | STI Hub in ICT at IIITA (1.86 Crore) | DST, Govt. of India. | Completed |
| 2. | Development of Security Audit Framework for Secure IoT Network (2.7 Crore) | IIT Kanpur | Ongoing |
| 3. | Design and Development of Dimensionality Reduction Techniques for Cyber Physical Systems (31.28 Lakh) | Department of Science and Technology, DST India | Completed |
| 4. | IOT based water quality assessment for river Ganga (10 Lakh) | MHRD through IIIT Allahabad | Completed |
1. Session Aug-Dec / 2024:
2. Course Offered Jan-May / 2023:
Senior Member, IEEE Computer Society, (UP Section), India
IEEE Senior Member #: 90580456
ACM Member #: 1417948
International Association of Engineers
Member, Unnat Bharat Abhiyan, Indian Institute of Information Technology Allahabad, India
