• 2561 Citations
  • 23 h-Index
1986 …2020
If you made any changes in Pure, your changes will be visible here soon.

Research Output 1986 2019

  • 2561 Citations
  • 23 h-Index
  • 100 Conference contribution
  • 36 Article
  • 6 Chapter
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

Multiobjective joint optimization and frequency diversity for efficient utilization of the RF transmission hyperspace

Drozd, A. L., Mohan, C. K., Varshney, P. K. & Werner, D. D., Mar 14 2018, 2004 International Waveform Diversity and Design Conference, WDD 2004 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-7 7 p.

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

Radio communication
Throughput
Modulation
Polarization
Sensors

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
12 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
5 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
2014

Ancestral networks in evolutionary algorithms

Kuber, K., Card, S. W., Mehrotra, K. G. & Mohan, C. K., 2014, GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 115-116 2 p.

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

Evolutionary algorithms
Evolutionary Algorithms
Network Model
Vertex of a graph
Proximity
7 Citations (Scopus)

Multi-objective optimization to identify key players in social networks

Gunasekara, R. C., Mehrotra, K. & Mohan, C. K., Oct 10 2014, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Institute of Electrical and Electronics Engineers Inc., p. 443-450 8 p. 6921623

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

Multiobjective optimization
Finance
Economics

Rule networks in learning classifier systems

Kuber, K., Card, S. W., Mehrotra, K. G. & Mohan, C. K., 2014, GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 977-982 6 p.

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

Learning Classifier Systems
Classifiers
Testing
Set Convergence
Experimentation
2013
1 Citation (Scopus)

An online anomalous time series detection algorithm for univariate data streams

Huang, H., Mehrotra, K. & Mohan, C. K., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7906 LNAI. p. 151-160 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7906 LNAI).

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

Data Streams
Anomalous
Univariate
Time series
Series

Detection of anomalous time series based on multiple distance measures

Huang, H., Mehrotra, K. G. & Mohan, C. K., 2013, 28th International Conference on Computers and Their Applications 2013, CATA 2013. p. 147-152 6 p.

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

Time series
259 Citations (Scopus)

Fitness-distance-ratio based particle swarm optimization

Peram, T., Veeramachaneni, K. & Mohan, C. K., 2013, 2003 IEEE Swarm Intelligence Symposium, SIS 2003 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 174-181 8 p. 1202264

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

Particle swarm optimization (PSO)
Fitness
Particle Swarm Optimization
Particle Swarm Optimization Algorithm
Premature Convergence
1 Citation (Scopus)

Multi-objective restructuring in social networks

Gunasekara, R. C., Mehrotra, K. & Mohan, C. K., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 277-281 5 p.

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

Multiobjective optimization
17 Citations (Scopus)

Rank-based outlier detection

Huang, H., Mehrotra, K. & Mohan, C. K., Mar 2013, In : Journal of Statistical Computation and Simulation. 83, 3, p. 518-531 14 p.

Research output: Contribution to journalArticle

Outlier Detection
Nearest Neighbor
Cumulative Sum
Synthetic Data
Notation

Structured motif extraction using affinity based cluster analysis

Alobaid, F., Mehrotra, K., Mohan, C. K. & Raina, R., 2013, 5th International Conference on Bioinformatics and Computational Biology 2013, BICoB 2013. p. 59-66 8 p.

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

Cluster analysis
Cluster Analysis
Nucleotide Motifs
Genetic Promoter Regions
DNA

Utilizing cis-elements to refine gene regulatory networks

Xiao, Y., Mehrotra, K., Mohan, C. K. & Raina, R., 2013, Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013. p. 65-71 7 p. 6732737

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

Genes
Transcription factors
Binding sites
Network architecture
Gene expression
2012
2 Citations (Scopus)

A cross layer routing protocol for cognitive radio networks using channel activity tracking

Gogineni, S., Ozdemir, O., Masazade, E., Mohan, C. K. & Varshney, P. K., 2012, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 1079-1083 5 p. 6489185

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

Medium access control
Cognitive radio
Routing protocols
Availability
Network layers
5 Citations (Scopus)

Algorithms for detecting outliers via clustering and ranks

Huang, H., Mehrotra, K. & Mohan, C. K., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7345 LNAI. p. 20-29 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7345 LNAI).

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

Outlier
Outlier Detection
Clustering
Synthetic Data
Assign
2 Citations (Scopus)

A network theoretic analysis of evolutionary algorithms

Kuber, K., Card, S. W., Mehrotra, K. G. & Mohan, C. K., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7677 LNCS. p. 585-593 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7677 LNCS).

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

Electric network analysis
Evolutionary algorithms
Evolutionary Algorithms
Dynamic Networks
Dynamic Behavior
7 Citations (Scopus)

Distributed in-network path planning for sensor network navigation in dynamic hazardous environments

Chen, D., Mohan, C. K., Mehrotra, K. G. & Varshney, P. K., Jun 10 2012, In : Wireless Communications and Mobile Computing. 12, 8, p. 739-754 16 p.

Research output: Contribution to journalArticle

Motion planning
Sensor networks
Navigation
Sensors
Wireless sensor networks
4 Citations (Scopus)

On optimization algorithms for the design of multiband cognitive radio networks

Panwar, A., Bhardwaj, P., Ozdemir, O., Masazade, E., Mohan, C. K., Varshney, P. K. & Drozd, A. L., 2012, 2012 46th Annual Conference on Information Sciences and Systems, CISS 2012. 6310830

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

Cognitive radio
Computational complexity
Quality of service
Access control
Evolutionary algorithms
1 Citation (Scopus)

SMAlign: Alignment of DNA sequences with gap constraints

Alobaid, F., Mehrotra, K., Mohan, C. K. & Raina, R., 2012, 4th International Conference on Bioinformatics and Computational Biology 2012, BICoB 2012. p. 43-50 8 p.

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

DNA sequences
2011
1 Citation (Scopus)

Inferring border crossing intentions with hidden Markov models

Singh, G., Mehrotra, K. G., Mohan, C. K. & Damarla, T., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 6703 LNAI. p. 69-78 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6703 LNAI, no. PART 1).

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

Hidden Markov models
Markov Model
Monitoring
Sensors
Law enforcement

Preface

Mehrotra, K. G., Mohan, C. K., Oh, J. C., Varshney, P. K. & Ali, M., 2011, In : Studies in Computational Intelligence. 363

Research output: Contribution to journalArticle

2 Citations (Scopus)

Reference set metrics for multi-objective algorithms

Mohan, C. K. & Mehrotra, K. G., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 7076 LNCS. p. 723-730 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7076 LNCS, no. PART 1).

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

Metric
Evaluate
2010
29 Citations (Scopus)

A clustering-based discretization for supervised learning

Gupta, A., Mehrotra, K. G. & Mohan, C. K., 2010, In : Statistics and Probability Letters. 80, 9-10, p. 816-824 9 p.

Research output: Contribution to journalArticle

Continuous Variables
Supervised Learning
Discretization
Clustering
Classification Algorithm
59 Citations (Scopus)

A multiobjective optimization approach to obtain decision thresholds for distributed detection in wireless sensor networks

Masazade, E., Rajagopalan, R., Varshney, P. K., Mohan, C. K., Sendur, G. K. & Keskinoz, M., Apr 2010, In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 40, 2, p. 444-457 14 p., 5200494.

Research output: Contribution to journalArticle

Multiobjective optimization
Wireless sensor networks
Fusion reactions
Sorting
Sensors
6 Citations (Scopus)

Feature selection and occupancy classification using seismic sensors

Subramanian, A., Mehrotra, K. G., Mohan, C. K., Varshney, P. K. & Damarla, T., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6097 LNAI. p. 605-614 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6097 LNAI, no. PART 2).

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

Feature Selection
Feature extraction
Classifiers
Classifier
Seismographs

Information theoretic fitness measures for learning classifier systems

Kuber, K. & Mohan, C. K., 2010, Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication. p. 1885-1892 8 p.

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

Learning Classifier Systems
Fitness
Classifiers
Entropy
Genetic algorithms
2 Citations (Scopus)

Multi-institutional approach to engineering education

Grinberg, I., Safiuddin, M., Mohan, C. K. & Macho, S., Jan 1 2010, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalArticle

Engineering education
2009
6 Citations (Scopus)

A data-driven personnel detection scheme for indoor surveillance using seismic sensors

Subramanian, A., Iyengar, S. G., Mehrotra, K. G., Mohan, C. K., Varshney, P. K. & Damarla, T., 2009, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7333. 733315

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

Seismographs
walking
personnel
surveillance
Data-driven
3 Citations (Scopus)

Dynamic and evolutionary multi-objective optimization for sensor selection in sensor networks for target tracking

Padhye, N., Zuo, L., Mohan, C. K. & Varshney, P. K., 2009, IJCCI 2009 - International Joint Conference on Computational Intelligence, Proceedings. p. 160-167 8 p.

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

Multiobjective optimization
Target tracking
Evolutionary algorithms
Sensor networks
Sensors

Identification of structured motifs

Sheng, H., Mehrotra, K., Mohan, C. K. & Raina, R., 2009, Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009. p. 249-253 5 p. 5332103

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

Nucleotides

Multiobjective information theoretic ensemble selection

Card, S. W. & Mohan, C. K., 2009, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7347. 734703

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

fitness
Fitness
Process control
Feature extraction
Ensemble
2008

A motif extraction algorithm based on hashing and modulo-4 arithmetic.

Sheng, H., Mehrotra, K., Mohan, C. K. & Raina, R., 2008, In : International Journal of Computational Biology and Drug Design. 1, 2, p. 185-199 15 p.

Research output: Contribution to journalArticle

Genetic Promoter Regions
Genes
Datasets

Classification of gene expression levels using activator and repressor motifs

Sheng, H., Mehrotra, K., Mohan, C. K. & Raina, R., 2008, Proceedings - 2008 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW. p. 215-218 4 p. 4686239

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

Gene expression
Gene Expression
Yeast
Support vector machines
Saccharomyces cerevisiae
12 Citations (Scopus)

EMOCA: An evolutionary multi-objective crowding algorithm

Rajagopalan, R., Mohan, C. K., Mehrotra, K. G. & Varshney, P. K., 2008, In : Journal of Intelligent Systems. 17, 1-3, p. 107-123 17 p.

Research output: Contribution to journalArticle

Multiobjective optimization
Evolutionary algorithms
23 Citations (Scopus)

Hierarchical path computation approach for large graphs

Rajagopalan, R., Mehrotra, K. G., Mohan, C. K. & Varshney, P. K., Apr 2008, In : IEEE Transactions on Aerospace and Electronic Systems. 44, 2, p. 427-440 14 p.

Research output: Contribution to journalArticle

Motion planning
Chemical warfare
Disasters
Earthquakes
Fires
4 Citations (Scopus)

In-network path planning for distributed sensor network navigation in dynamic environments

Chen, D., Kumar, B., Mohan, C. K., Mehrotra, K. G. & Varshney, P. K., 2008, 2008 5th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, MASS 2008. p. 511-513 3 p. 4660043

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

Motion planning
Sensor networks
Navigation
Sensors
Parallel algorithms