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2019

Python source code de-anonymization using nested bigrams

Hozhabrierdi, P., Fuentes Hitos, D. & Mohan, C. K., Feb 7 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE Computer Society, p. 23-28 6 p. 8637444. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedforward neural networks
Feature extraction
Classifiers
Experiments
2018

Online anomaly detection using random forest

Zhao, Z., Mehrotra, K. G. & Mohan, C. K., Jan 1 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Springer Verlag, p. 135-147 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random Forest
Anomaly Detection
Casting
Majority Voting
Streaming
2017
1 Citation (Scopus)

Finding rising stars in heterogeneous social networks

Wijegunawardana, P., Mehrotra, K. & Mohan, C. K., Jan 11 2017, Proceedings - 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016. Institute of Electrical and Electronics Engineers Inc., p. 614-618 5 p. 7814659

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stars
Security of data
Multiobjective optimization
Agglomeration
4 Citations (Scopus)

Link prediction in social networks with edge aging

Laishram, R., Mehrotra, K. & Mohan, C. K., Jan 11 2017, Proceedings - 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016. Institute of Electrical and Electronics Engineers Inc., p. 606-613 8 p. 7814658

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Aging of materials
Supervised learning
Learning algorithms

Prediction of biological functions by histone modification patterns profiling

Xiao, Y., Mehrotra, K. G., Mohan, C. K., Choudhary, P. & Raina, R., 2017, Proceedings of the 9th International Conference on Bioinformatics and Computational Biology, BICOB 2017. The International Society for Computers and Their Applications (ISCA), p. 217-222 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Histone Code
Genes
Gene expression
Support vector machines
Logistics

The role of health informatics in volunteer supported healthcare for underserved populations

Mohan, C. K. & Kulkarni, D., Feb 15 2017, GHTC 2016 - IEEE Global Humanitarian Technology Conference: Technology for the Benefit of Humanity, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 660-665 6 p. 7857349

Research output: Chapter in Book/Report/Conference proceedingConference contribution

informatics
Informatics
Vulnerable Populations
health care
Volunteers
2016
2 Citations (Scopus)

Adaptive sampling and learning for unsupervised outlier detection

Zhao, Z., Mohan, C. K. & Mehrotra, K. G., 2016, Proceedings of the 29th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2016. AAAI Press, p. 460-465 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
11 Citations (Scopus)

Enhanced Dynamic Spectrum Access in Multiband Cognitive Radio Networks via Optimized Resource Allocation

Bhardwaj, P., Panwar, A., Ozdemir, O., Masazade, E., Kasperovich, I., Drozd, A. L., Mohan, C. K. & Varshney, P. K., Dec 1 2016, In : IEEE Transactions on Wireless Communications. 15, 12, p. 8093-8106 14 p., 7574388.

Research output: Contribution to journalArticle

Dynamic Spectrum Access
Cognitive Radio Networks
Cognitive radio
Resource Allocation
Resource allocation

Improving the robustness of the smart grid using a multi-objective key player identification approach

Gunasekara, R. C., Mehrotra, K. & Mohan, C. K., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1205-1212 8 p. 7752392

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Telecommunication networks
Electricity
information flow
electricity
budget
2015

Algorithms for the Implementation of a Dynamic Electrical Energy Pricing Policy

Biswas, M. & Mohan, C. K., 2015, Procedia Computer Science. Elsevier, Vol. 70. p. 668-675 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Tabu search
Dynamic programming
Computational complexity
Scheduling
1 Citation (Scopus)

Efficient classification of binary data stream with concept drifting using conjunction rule based Boolean classifier

Xiao, Y., Mehrotra, K. G. & Mohan, C. K., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9101. p. 457-467 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9101).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Binary Data
Data Streams
Classifiers
Classifier
Attribute
8 Citations (Scopus)

Ensemble algorithms for unsupervised anomaly detection

Zhao, Z., Mehrotra, K. G. & Mohan, C. K., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9101. p. 514-525 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9101).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Anomaly Detection
Ensemble
Sequential Methods
Ensemble Methods
Rank Aggregation
12 Citations (Scopus)

Multi-objective optimization to identify key players in large social networks

Gunasekara, R. C., Mehrotra, K. & Mohan, C. K., Jan 1 2015, In : Social Network Analysis and Mining. 5, 1, p. 1-20 20 p., 21.

Research output: Contribution to journalArticle

Multiobjective optimization
social network
Immunization
Finance
Computational complexity
4 Citations (Scopus)

Neural networks for fast estimation of social network centrality measures

Kumar, A., Mehrotra, K. G. & Mohan, C. K., 2015, Proceedings of the 5th International Conference on Fuzzy and Neuro Computing, FANCCO - 2015. Springer Verlag, Vol. 415. p. 175-184 10 p. (Advances in Intelligent Systems and Computing; vol. 415).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Eigenvalues and eigenfunctions
Neurons
Marketing
1 Citation (Scopus)

Neural networks for prediction of stream flow based on snow accumulation

Tarnpradab, S., Mehrotra, K., Mohan, C. K. & Chandler, D. G., Jan 15 2015, IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIES 2014: 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 88-94 7 p. 7011836

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stream flow
Snow
Principal component analysis
Neural networks
Watersheds
1 Citation (Scopus)

Spectrum shaping challenges in dynamic spectrum access networks with transmission hyperspace

Ozdemir, O., Masazade, E., Mohan, C. K., Varshney, P. K., Kasperovich, I., Loe, R., Drozd, A. L. & Reichhart, S., Oct 28 2015, 2012 International Waveform Diversity and Design Conference, WDD 2012. Institute of Electrical and Electronics Engineers Inc., p. 218-221 4 p. 7311266

Research output: Chapter in Book/Report/Conference proceedingConference contribution

hyperspaces
Cognitive radio
frequency division multiplexing
optimization
scheduling