Journal

(1) "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.

(2) "Energy Efficient Event Detection Using Probabilistic Inference in Wireless Sensor Networks," accepted in IETE Journal of Research, 2017..

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

(4) "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.

(5) "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.

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

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

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

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

(10) "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. .

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

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

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

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

(15) "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)

 

Conference

(1) "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.

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

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

(4) "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.

(5) "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.

(6) "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.

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

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

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

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

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

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

 

 

Publications

Assistant Professor

Department of Information Technology

Indian Institute Of Information Technology-Allahabad

INDIA - 211012

Email-id: manish[@]iiita[Dot]ac[Dot]in

 

Manish Kumar

Home

Education

Invited Talks

Publication

Work Experience

Students

Projects

Course Taught

Professional Activities

Personal Information

Useful links

Resume

Resume