Publication

Journal

(1) "Random Partition Based Adaptive Distributed Kernelized SVM for Big Data" accepted in IEEE Acess, (2023), (Impact Factor: 3.47) .

(2) "Performance analysis and deployment of partitioning strategies in apache spark" accepted in Procedia Computer Science, (2023), (Impact Factor: 0.883) .

(3) "Improved multi-class classification approach for imbalanced big data on spark" accepted in The Journal of Supercomputing, (2023), (Impact Factor: 3.3) .

(4) "Distributed hyperparameter optimization based multivariate time series forecasting" accepted in Multimedia Tools and Applications, (2023), (Impact Factor: 3.6) .

(5) "Analysis and forecasting of air quality index based on satellite data" accepted in Inhalation Toxicology, (2023), (Impact Factor: 3.011) .

(6) "Real-time traffic light violations using distributed streaming" accepted in The Journal of Supercomputing, (2023), (Impact Factor: 3.3) .

(7) "AEDS-IoT: Adaptive clustering-based Event Detection Scheme for IoT data streams" accepted in Elsevier-Internet of Things Journal (2023), (Impact Factor: 5.9) .

(8) "Adaptive load balancing in cluster computing environment" accepted in The Journal of Supercomputing (2023), (Impact Factor: 3.3) .

(9) "Multivariate time series short term forecasting using cumulative data of coronavirus" accepted in Evolving Systems (2023), (Impact Factor: 3.2) .

(10) "A survey on event detection approaches for sensor based IoT" accepted in Elsevier-Internet of Things Journal (2023), (Impact Factor: 5.9) .

(11) "Quality Assessment and Monitoring of River Water Using IoT Infrastructure" accepted in IEEE-Internet of Things Journal (2023), (Impact Factor: 10.238) .

(12) "Analysis and forecasting of air quality index based on satellite data" accepted in Taylor and Francis-Inhalation Toxicology (2022), (Impact Factor: 2.724) .

(13) "Real‑time trafc light violations using distributed streaming" accepted in Springer-The Journal of Supercomputing (2022), (Impact Factor: 2.474) .

(14) "Improved multi‑class classifcation approach for imbalanced big data on spark" accepted in Springer-The Journal of Supercomputing (2022), (Impact Factor: 2.474) .

(15) "An efcient real‑time stock prediction exploiting incremental learning and deep learning" accepted in Springer-Evolving Systems (2022), (Impact Factor: 2.347) .

(16) "A secret sharing‑based scheme for secure and energy effcient data transfer in sensor based IoT" accepted in Springer-The Journal of Supercomputing (2022), (Impact Factor: 2.474) .

(17) "Curvature Regularized Similarity Based Ricci Flow Embedding" accepted in IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, (2022), (Impact Factor: 7.691) .

(18) "WSN Localization Using Similarity-Based Ricci Flow Embedding" accepted in IEEE SENSORS JOURNAL, VOL. 21, NO. 19, OCTOBER 1, 2021, (Impact Factor: 3.301) .

(19) "Data Visualization through Non Linear Dimensionality Reduction using Feature Based Ricci Flow Embedding" accepted in Springer-Multimedia Tools and Applications. 1-21(2021), (Impact Factor: 2.757) .

(20) "WSN Localization using Similarity Based Ricci Flow Embedding" accepted in IEEE Sensors Journal (2021): 1-10, (Impact Factor: 3.301) .

(21) "A Rotation based Regularization Method for Semi-supervised Learning" accepted in Springer-Pattern Analysis and Application (2021): 1-19, (Impact Factor: 2.307) .

(22) "Interpreting SVM for medical images using Quadtree." accepted in Springer-Multimedia Tool and Applications ( Volume 79 ) (2020): 29353–29373, (Impact Factor: 2.757) .

(23) "Manifold Learning With Localized Procrustes Analysis Based WSN Localization." accepted in IEEE Sensors Letters ( Early Access ) (2020): 1-4, (Impact Factor: 2.474) .

(24) "Distributed synthesized association mining for big transactional data." accepted in Sādhanā (2020): 1-13. (Impact Factor: 0.849).

(25) "Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT" accepted in IEEE Systems Journal (2020): 1066-1073 (Impact Factor: 3.987).

(26) "WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion ," accepted in IEEE Transactions on Parallel and Distributed Systems (2019): 1066-1073 (Impact Factor: 2.6).

(27) "Stream Processing With Concept Drift for Event Identification in Sensors Enabled IoT Environment ," accepted in IEEE Sensors Journal (2019): 12187 - 12195 (Impact Factor: 3.073).

(28) "Network Health Monitoring of WSNs Using Node Loss Rate Calculations," accepted in Wireless Personal Communications (2019): 1-16 (Impact Factor: 1.2).

(29) "ODECS: An OnDemand Explosion-Based Compressed Sensing Using Random Walks in Wireless Sensor Networks.," accepted in IEEE Systems Journal (2019) (Impact Factor: 4.337).

(30) "DLME: Distributed Log Mining Using Ensemble Learning for Fault Prediction.," accepted in IEEE Systems Journal (2019) (Impact Factor: 4.337). .

(31) "Pattern mining for large distributed dataset: A parallel approach (PMLDD)," accepted in KSII Transactions on Internet & Information Systems 12, no. 11 (2018) (Impact Factor: 0.611)..

(32) "Frequent Itemset Mining in Large Datasets a Survey," accepted in International Journal of Information Retrieval Research (IJIRR) 7, no. 4 (2017): 37-49..

(33) "Low Cost Localization using Nyström Extended Locally Linear Embedding," accepted in Pattern Recognition Letters (2018) .

(34) "Patch based LLE with Selective Neighborhood for Node Localization," accepted in IEEE Sensors Journal (2018).

(35) "Node Scheduling and Compressed Sampling for Event Reporting in WSNs," accepted in IEEE Transactions on Network Science and Engineering (2018), DOI : 10.1109/TNSE.2018.2799845..

(36) "In-network data processing in wireless sensor networks using compressed sensing," accepted in Int. J. Sensor Networks (2018), Vol. 26, No. 3, pp.174–189. (SCI) (Impact Factor- 0.454), Inder Science Publishers.

(37) "Accurate Detection of Important Events in WSNs," accepted in IEEE Systems Journal (2018) (Impact factor: 3.8).

(38) "A Compressed Sensing Approach to Resolve the Energy Hole Problem in Large Scale WSNs," Wireless Personal Communications 99, no. 1 (2018): 185-201.

(39) "In-network data processing in wireless sensor networks using compressed sensing," International Journal of Sensor Networks 26, no. 3 (2018): 174-189.

(40) "Voronoi Neighbor Based Energy Efficient Event Detection in Wireless Sensor Networks," accepted in AEU-International Journal of Electronics and Communications (2017). (Impact Factor: 1.147).

(41) "DBCS: A Decomposition Based Compressive Sensing for Event Oriented Wireless sensor Networks," accepted in Wireless Personal Communication (2017). DOI: 10.1007/s11277-017-5103-5 (Impact factor: 0.951).

(42) "In-Network Data Processing Based on Compressed Sensing in WSN: A Survey," accepted in Wireless Personal Communication (2017). doi:10.1007/s11277-017-4288-y (Impact factor: 0.951).

(43) "Energy Efficient Event Detection Using Probabilistic Inference in Wireless Sensor Networks," accepted in IETE Journal of Research, 2017(Impact Factor: 0.909)..

(44) "Frequent Itemset Mining in Large Datasets: A Survey," accepted in International Journal of Information Retrieval Research (IJIRR), IGI publication, 2017 (Scopus Indexed).

(45) "Adaptive Locally Linear Embedding for Node Localization in Sensor Networks," accepted in IEEE Sensors Journal ( Volume: PP, Issue: 99 ) DOI: 10.1109/JSEN.2017.2681100 (Impact factor: 2.512)..

(46) "Incremental LLE for Localization in Sensor Networks," accepted in IEEE Sensors Journal 17, no. 19 (2017): 6483-6492. (Impact factor: 2.512)..

(47) "In-network Data Processing in Wireless Sensor Networks Using Compressed Sensing," accepted in International Journal of Sensor Networks 1(1):1 · January 2016 DOI: 10.1504/IJSNET.2016.10001449 (Impact Factor: 0.637)..

(48) "Hierarchical compressed sensing for cluster based wireless sensor networks," International J Adv Comput Sci Appl. 1, No. 7(2016): 58-67 (Scopus Indexed).

(49) "In-Network Data Processing Based on Compressed Sensing in WSN: A Survey," Wireless Pers Commun (2017) 96: 2087. (Impact factor 0.957).

(50) "Compressed sensing based acoustic event detection in protected area networks with wireless multimedia sensors," Multimedia Tools and Applications, pp. 1-25 (2016) (Impact Factor: 1.530).

(51) "Secure Data Aggregation in Wireless Sensor Networks using Homomorphic Encryption," International Journal of Electronics 102.4 (2015): 690-702.

(52) "Analysis of Stock Volatility Clustering Using ANN," Information Resource Management journal (IRMJ) 28, no.(2)(2015):32-45 (Scopus Indexed).

(53) "GMCA: a greedy multilevel clustering algorithm for data gathering in wireless sensor networks," International Journal of Communication Networks and Distributed Systems ( Inderscience), Vol. 11, No. 2, pp. 198-213 2013 (Scopus Indexed). .

(54) "Pattern Generation for Complex Data using Hybrid Mining," International Journal of Data Mining & Knowledge Management Process, Vol.3, No. 4, pp. 127-135, 2013(Scopus Indexed)..

(55) "Applications of Data Mining in Dynamic Social Network Analysis," Data Mining in Dynamic Social Networks and Fuzzy Systems, pp. 110-121, IGI-Global 2013..

(56) "Combined Mining Approach to Generate Patterns for Complex Data," CCSIT, SIPP, AISC, PDCTA-2013, pp. 91-97,2013.

(57) "XQuery based Query Processing Architecture in Wireless Sensor Networks," International Journal of Computer Applications, Vol. 43, No. 23, pp. 5-10, 2012. .

(58) "Two phase clustering based aggregation in WSN ," International Journal of Data Mining, Modeling and Management ( Inderscience), Vol. 2, No. 3, pp. 216-237, 2010.

Books

(1) "Applied Big Data Analytics in Operations Management” " by IGI Global publications,USA, September 2016

Chapters

(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 Springer(2016)

(2) "Predictive Analytics in Operations Management" for the book "Applied Big Data Analytics in Operations Management (2016):68." under the IGI-Global publisher, USA. (2016)

(3) "Collaborative Filtering Based Data Mining for Large Data" for the book "Collaborative Filtering Based Data Mining for Large Data (2016):115" under the IGI-Global publisher, USA. (2016)

(4) "Rules Extraction using Data Mining in Historical Data" for the book "Business Intelligence: Concepts, Methodologies, Tools, and Applications (2015):263" under the IGI-Global publisher, USA. (2015)

(5) "Rule optimization of Web-logs data using Evolutionary Technique" for the book "Research Methods: Concepts, Methodologies, Tools, and Applications (2015):158" IGI-Global publisher, USA (2015)

(6) "Rules Extraction uaing data mining in Historical data" for the book "Data mining and Analysis in Engineering field" (2014):89. [IGI-Global publisher, USA]

(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 IGI-Global publisher, USA. (2013)

International/National Conference

(1) "Distributed Decision Fusion for Large Scale IoT-Ecosystem" in 15th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), December 19-22, 2022, Penang, Malaysia.

(2) "Stock Market Prediction Using Ensemble Learning and Sentimental Analysis”," in 3rd International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, December 11-12, 2021, National Institute of Technology, Raipur, Chhattisgarh, India.

(3) "Sound Event Detection using Federated Learning" in 9th IEEE UP Section International Conference on Electrical, Electronics and Computer Engineering 2-4 December 2022, IIIT Allahabad, India

(4) "A Methodological review of Time Series Forecasting with Deep Learning Model : A Case study on Electricity Load and Price Prediction”," in 3rd International Conference on Machine Learning, Network Security and Data Sciences, December 11-12, 2021, National Institute of Technology, Raipur, Chhattisgarh, India.

(5) "A Hybrid Approach based Stress Monitoring System for Offce Environment using IoT" in IEEE 19th India Council International Conference, 24th to 26th Nov 2022, Kochi Kerala, India.

(6) "Performance Analysis and Deployment of Partitioning Strategies in 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.

(7) "IoT Based Plant Disease Detection and Classifcation: A Study on Learning Models" in International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS), July 12- 14, 2021.

(8) "Cluster Based Smart Random Walk for Data Aggregation in Wireless Sensor Network" in International Conference on, Pacific Asia Conference on Information Systems (PACIS2021), July 12- 14, 2021.

(9) "Air Quality Analysis During COVID-19 Utilizing Satellite Data”, (CONIT), " in 2nd International Conference on Intelligent Technologies, June 24-26, 2022, Karnataka, India.

(10) "COVID-19 Short Term Forecasting Using LSTM”," in 3rd International Conference on Recent Innovative Trends in Computer Science and Applications (ICRITCSA-2022), Bangalore, Karnataka, India, India, May 6-7, 2022.

(11) "Distributed Item Recommendation using Sentiment Analysis”, " in 3rd International Conference on Data Science and Applications (ICDSA 2022), March 26-27, 2022, Jadavpur University, Kolkata, India.

(12) "“Improving Classification Accuracy Using Data Fusion Technique in IoT" " in International Conference on, Pacific Asia Conference on Information Systems (PACIS2021), July 12- 14, 2021.

(13) "“Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster" " in 12th International Conference on, Computing Communication and Networking (ICCCNT 2021), July 6 - 8, 2021..

(14) "“Fingerprint Identification using Modified Capsule Network" " in 12th International Conference on, Computing Communication and Networking (ICCCNT 2021), July 6 - 8, 2021..

(15) "“Regularized Deep Convolutional Generative Adversarial Network" " in International Conference on, IAPR International Conference on Computer Vision and Image Processing (CVIP2020), December 4-6, 2020.

(16) "“Food Recommendation System using Neural Collaborative Filtering and Sentiment Analysis" " in International Conference on, Advancements in Interdisciplinary Research (ICAIR2020), july 2020.

(17) "“Data Management in Mobile Computing" " in International Conference on, "Knowledge & Policy for Sustainable Development: Global Lessons and Local Challenges", 25th September to 27th September, 2019 at GGS Indraprastha University, Delhi.

(18) "“Mining Data and Big data algorithms”. " in International Conference on, “Machine Intelligence and Signal Processing, MISP-2019”, September 7-10, 2019, IIIT- Allahabad, Prayagraj.

(19) "Sparse Matrix Completion for Effective Recommendation System, " in International Conference on VLSI, Communication and Signal Processing, 2018..

(20) "Applying Big Data Intelligence for Real Time Machine Fault Prediction, " in International Conference on Big Data Analytics, pp. 376-391. Springer, Cham, 2018..

(21) "Pattern generation from event oriented sensor data using distributed sensor transaction model, "accepted for publication in 4th Multidisciplinary international social networks conference (MISNC 2017), Bangkok, Thailand.

(22) "Jellyfish Detection Using Wireless Sensor Networks, "accepted for publication in International Conference on Information and Communication Technology(CICT-2017), 3-5 November.

(23) "Sparse Data Recovery Using Optimized Orthogonal Matching Pursuit, "accepted for publication in 8Th International conference on Ambient Systems, Networks & Technologies (ANT'2017), Madeira, Portugal.

(24) "Monitoring deforestation using acoustic signals, " in International conference on Bioinformatics and Systems Biology (BSB), pp. 1-4.IEEE, 2016.

(25) "Privacy Preserving In-network Aggregation in Wireless Sensor Networks, " in 11th International Conference on Future Networks and Communications (FNC-2016), 2016, in Montreal, Quebec, Canada.

(26) "Locally Linear Embedding for Node Localization in Wireless Sensor Networks, " in International conference on Computational Intelligence and Communication networks (CICN), pp. 126-130.IEEE, 2015.

(27) "Data aggregation based link loss inference in wireless sensor networks, " in IEEE UP Section Conference on Electrical Computer and Electronics (UPCON),2015, pp. 1-5.IEEE, 2015.

(28) "Combined mining approach to generate patterns for complex data, " in International conference on computer science and information technology, February 18-20, 2013, Banglore. .

(29) "Rule extraction in Health care data, " in National Seminar on Data Mining in Health Care (supported by CSIR), June 1-2, 2013, IIIT, Allahabad..

(30) "Quantitative Trait Loci (QTL) Database Analysis for Finding Association among Traits, " in International Conference on Bioinformatics and System Biology, 19-21 Feb 2010..

(31) Publised in IEEE Xplore paper titled "Clustering approach to Data Aggregation in Wireless Sensor Networks," in ICON-2008, 12-14 December, 2008, IIT Roorkee.

(32) Publised in IEEE Xplore paper titled "Data Clustering in Sensor Networks using ART, " in WCSN 2008, 27-29 December, 2008, IIIT-Allahabad.

(33) Publised in IEEE Xplore paper titled "Querying video sensor networks, " in WCSN- 2007, 11-15 December 2007, IIIT-Allahabad.

List of Journal Papers (Under Review- Revision Sent)

(1) "ODECS: An On-Demand Explosion based Compressed Sensing using Random Walks in Wireless Sensor Networks, "under review in Systems Journal, Elsevier.

(2) "Pattern mining for large distributed dataset A parallel approach-PMLDD, "submitted to IETE Journal of Research - Taylor & Francis.

(3) "Distributed Synthesized Association Mining for Big Transactional Data, "submitted to Sadhana – Springer.

Reviewer of Following Refereed Journals

• Systems Journal, Elsevier

• IETE Journal of Research - Taylor & Francis

• Sadhana – Springer

• Wireless Personal Communications (Impact Factor: 1.2)

• IEEE Systems Journal (Impact Factor: 4.337)

• KSII Transactions on Internet & Information Systems (Impact Factor: 0.611)

• International Journal of Information Retrieval Research (IJIRR)

• Pattern Recognition Letters

• IEEE Sensors Journal