Computer Science and Engineering

Publications 1976 2019

2019

Constrained multi-objective evolutionary algorithm

Deb, K. Jan 1 2019 Studies in Computational Intelligence. Springer Verlag, p. 85-118 34 p. (Studies in Computational Intelligence; vol. 779)

Research output: Chapter in Book/Report/Conference proceedingChapter

Multiobjective optimization
Evolutionary algorithms
Constrained optimization
2018

360° panoramic video from a 3-camera rig

Morteza Safdarnejad, S., Liu, X. & Liu, J. 2018 Frontier Computing - Theory, Technologies and Applications, FC 2016. Springer Verlag, Vol. 422, p. 491-497 7 p. (Lecture Notes in Electrical Engineering; vol. 422)

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

Cameras
Lenses
Composite materials
Color
Costs

Accuracy evaluation of handwritten signature verification: Rethinking the random-skilled forgeries dichotomy

Galbally, J., Gomez-Barrero, M. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 302-310 9 p.

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

dichotomies
signatures
evaluation
Network protocols

Analysis of Bounds on Hybrid Vector Clocks

Yingchareonthawornchai, S., Nguyen, D. N., Kulkarni, S. & Demirbas, M. Mar 22 2018 (Accepted/In press) In : IEEE Transactions on Parallel and Distributed Systems.

Research output: Contribution to journalArticle

Clocks
Uncertainty

An Efficient Nondominated Sorting Algorithm for Large Number of Fronts

Roy, P. C., Deb, K. & Islam, M. M. Jan 12 2018 (Accepted/In press) In : IEEE Transactions on Cybernetics.

Research output: Contribution to journalArticle

Cybernetics
Stochastic systems
Sorting
Evolutionary algorithms
Statistics

A neighbor-based learning particle swarm optimizer with short-term and long-term memory for dynamic optimization problems

Cao, L., Xu, L. & Goodman, E. D. Jul 1 2018 In : Information Sciences. 453, p. 463-485 23 p.

Research output: Contribution to journalArticle

Particle Swarm Optimizer
Dynamic Optimization Problems
Memory Term
Swarm
Data storage equipment

An evolutionary classification method based on fireworks algorithm

Xue, Y., Zhao, B., Ma, T. & Liu, A. X. Jan 1 2018 In : International Journal of Bio-Inspired Computation. 11, 3, p. 149-158 10 p.

Research output: Contribution to journalArticle

Evolutionary Computation
Evolutionary algorithms
Evolutionary Optimization
Clustering
Classification Problems

An MCEM framework for drug safety signal detection and combination from heterogeneous real world evidence

Xiao, C., Li, Y., Baytas, I. M., Zhou, J. & Wang, F. Dec 1 2018 In : Scientific Reports. 8, 1, 1806

Research output: Contribution to journalArticle

Signal detection
Signal systems
Drug products
Health
Statistics

A path-constrained framework for discriminating substitutable and complementary products in e-commerce

Wang, Z., Jiang, Z., Ren, Z., Tang, J. & Yin, D. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 619-627 9 p.

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

Semantics
Experiments
4 Citations

A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications

Sinha, A., Malo, P. & Deb, K. Apr 1 2018 In : IEEE Transactions on Evolutionary Computation. 22, 2, p. 276-295 20 p.

Research output: Contribution to journalReview article

Bilevel Optimization
Evolutionary Computation
Evolutionary algorithms
Optimization Problem
Text Analysis

A Taxonomy for Metamodeling Frameworks for Evolutionary Multi-Objective Optimization

Deb, K., Hussein, R., Roy, P. C. & Toscano, G. Apr 17 2018 (Accepted/In press) In : IEEE Transactions on Evolutionary Computation.

Research output: Contribution to journalArticle

Evolutionary multiobjective Optimization
Metamodeling
Taxonomies
Multiobjective optimization
Taxonomy

A Ternary Unification Framework for Optimizing TCAM-Based Packet Classification Systems

Norige, E., Liu, A. X. & Torng, E. Mar 9 2018 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

Associative storage
Memory architecture
Logic gates
Redundancy
Data structures
1 Citations

ATM: A distributed, collaborative, scalable system for automated machine learning

Swearingen, T., Drevo, W., Cyphers, B., Cuesta-Infante, A., Ross, A. & Veeramachaneni, K. Jan 12 2018 Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 151-162 12 p.

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

Automatic teller machines
Learning systems
Machine Learning
Multi-armed Bandit
Choose

Automated inference of chemical discriminants of biological activity

Raschka, S., Scott, A. M., Huertas, M., Li, W. & Kuhn, L. A. Jan 1 2018 Methods in Molecular Biology. Humana Press Inc., p. 307-338 32 p. (Methods in Molecular Biology; vol. 1762)

Research output: Chapter in Book/Report/Conference proceedingChapter

Synthetic Chemistry Techniques
Decision Trees
Quantitative Structure-Activity Relationship
Biological Assay
Vertebrates

Automated Latent Fingerprint Recognition

Cao, K. & Jain, A. K. Mar 21 2018 (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle

Fingerprint Recognition
Template
Law Enforcement
Crime
Law enforcement
1 Citations

Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid

Veloso de Melo, V. & Banzhaf, W. Mar 1 2018 In : Information Sciences. 430-431, p. 287-313 27 p.

Research output: Contribution to journalArticle

Evolutionary Computation
Evolutionary algorithms
Learning systems
Regression Model
Machine Learning

Automatic Tobacco Plant Detection in UAV Images via Deep Neural Networks

Fan, Z., Lu, J., Gong, M., Xie, H. & Goodman, E. D. Feb 23 2018 (Accepted/In press) In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Research output: Contribution to journalArticle

Tobacco
Unmanned aerial vehicles (UAV)
tobacco
unmanned vehicle
Deep neural networks
4 Citations

Biometric recognition by gait: A survey of modalities and features

Connor, P. & Ross, A. Feb 1 2018 In : Computer Vision and Image Understanding. 167, p. 1-27 27 p.

Research output: Contribution to journalArticle

Biometrics
Gait analysis
Biomechanics
Acoustics
Acoustic waves

Biometrics-as-a-service: A framework to promote innovative biometric recognition in the cloud

Talreja, V., Ferrett, T., Valenti, M. C. & Ross, A. Mar 26 2018 2018 IEEE International Conference on Consumer Electronics, ICCE 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1-6 6 p.

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

Biometrics
Authentication
Smartphones
Ecosystems
User interfaces

CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm

Datta, R., Deb, K. & Kim, J. H. Feb 19 2018 (Accepted/In press) In : Neural Computing and Applications. p. 1-17 17 p.

Research output: Contribution to journalArticle

Evolutionary algorithms
Function evaluation
Costs

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H. Jan 29 2018 (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Information retrieval
Data privacy
Information services
Vector spaces
Cryptography
1 Citations

Clustering Millions of Faces by Identity

Otto, C., Wang, D. & Jain, A. K. Feb 1 2018 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 2, p. 289-303 15 p., 7873333

Research output: Contribution to journalArticle

Clustering algorithms
Labels
Clustering
Face
Law enforcement

Comparing fixed sampling with minimizer sampling when using k-mer indexes to find maximal exact matches

Almutairy, M. & Torng, E. Feb 1 2018 In : PLoS ONE. 13, 2, e0189960

Research output: Contribution to journalArticle

Human Genome
Sampling
Genome
Databases
Computational Biology

Computing an image Phylogeny Tree from photometrically modified iris images

Banerjee, S. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 618-626 9 p.

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

Parameter estimation
Phylogeny
smoothing

Control allocation-based adaptive control for greenhouse climate

Su, Y., Xu, L. & Goodman, E. D. Feb 1 2018 (Accepted/In press) In : International Journal of Systems Science. p. 1-18 18 p.

Research output: Contribution to journalArticle

Greenhouse
Greenhouses
Climate
Adaptive Control
Mass flux
1 Citations

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 522-530 9 p.

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

2 Citations

Dense Face Alignment

Liu, Y., Jourabloo, A., Ren, W. & Liu, X. Jan 19 2018 Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1619-1628 10 p.

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

Computer vision
Testing
2 Citations

Do Convolutional Neural Networks Learn Class Hierarchy?

Bilal, A., Jourabloo, A., Ye, M., Liu, X. & Ren, L. Jan 1 2018 In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 152-165 14 p., 8017618

Research output: Contribution to journalArticle

Neural networks
Detectors
Image classification

Dynamic Resource Allocation for Load Balancing in Fog Environment

Xu, X., Fu, S., Cai, Q., Tian, W., Liu, W., Dou, W., Sun, X. & Liu, A. X. Apr 26 2018 In : Wireless Communications and Mobile Computing. 2018, 6421607

Research output: Contribution to journalArticle

Fog
Resource allocation
Dynamic random access storage
Cloud computing
Internet of things
1 Citations

Enabling the hypothesis-driven prioritization of ligand candidates in big databases: Screenlamp and its application to GPCR inhibitor discovery for invasive species control

Raschka, S., Scott, A. M., Liu, N., Gunturu, S., Huertas, M., Li, W. & Kuhn, L. A. Jan 30 2018 (Accepted/In press) In : Journal of Computer-Aided Molecular Design. p. 1-19 19 p.

Research output: Contribution to journalArticle

Introduced Species
Computer-Aided Design
Structure-Activity Relationship
G-Protein-Coupled Receptors
inhibitors

Evaluation of the migrated solutions for distributing reference point-based multi-objective optimization algorithms

Altinoz, O. T., Deb, K. & Yilmaz, A. E. Jan 1 2018 (Accepted/In press) In : Information Sciences.

Research output: Contribution to journalArticle

Reference Point
Multiobjective optimization
Multi-objective Optimization
Optimization Algorithm
Crossover Operator

Evolving adaptive traffic signal controllers for a real scenario using genetic programming with an epigenetic mechanism

Ricalde, E. & Banzhaf, W. Jan 16 2018 Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 897-902 6 p.

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

Traffic signals
Genetic programming
Controllers
Experiments

Exploring Hierarchical Structures for Recommender Systems

Wang, S., Tang, J., Wang, Y. & Liu, H. Jan 3 2018 (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Recommender systems
Availability

Extracting sub-glottal and Supra-glottal features from MFCC using convolutional neural networks for speaker identification in degraded audio signals

Chowdhury, A. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 608-617 10 p.

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

audio signals
Neural networks
filters
coefficients
learning
1 Citations

Face anti-spoofing using patch and depth-based CNNs

Atoum, Y., Liu, Y., Jourabloo, A. & Liu, X. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 319-328 10 p.

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

Biometrics
biometrics
Face recognition
attack
Experiments
1 Citations

Face Clustering: Representation and Pairwise Constraints

Shi, Y., Otto, C. & Jain, A. K. Jan 22 2018 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

Hidden Markov models
Random processes
Image segmentation
Clustering algorithms
Markov processes

Fast Identification of Blocked RFID Tags

Liu, X., Xie, X., Zhao, X., Li, K., Liu, A. X., Guo, S. & Wu, J. Jan 12 2018 (Accepted/In press) In : IEEE Transactions on Mobile Computing.

Research output: Contribution to journalArticle

Arts computing
Economic and social effects
Mobile computing
Temperature sensors
Radio frequency identification (RFID)

Finding near-optimum and diverse solutions for a large-scale engineering design problem

Gaur, A., Talukder, A. K. M. K., Deb, K., Tiwari, S., Xu, S. & Jones, D. Feb 2 2018 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1-8 8 p.

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

Engineering Design
Optimal Solution
Optimization
Multiobjective optimization
Multi-objective Optimization

Fingerprint indexing and matching: An integrated approach

Cao, K. & Jain, A. K. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 437-445 9 p.

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

Neural networks
Law enforcement
Glossaries
Image quality
Scalability

Fingerprint Spoof Buster: Use of Minutiae-centered Patches

Chugh, T., Cao, K. & Jain, A. K. Mar 3 2018 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

Statistical tests
Graphical user interfaces
Convolution
Authentication
User interfaces
2 Citations

Fingerprint spoof detection using minutiae-based local patches

Chugh, T., Cao, K. & Jain, A. K. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 581-589 9 p.

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

attack
sensors
borders
Smartphones
Sensors

Fusing Geometric Features for Skeleton-Based Action Recognition using Multilayer LSTM Networks

Zhang, S., Xiao, J., Liu, X., Yang, Y., Xie, D. & Zhuang, Y. Feb 5 2018 (Accepted/In press) In : IEEE Transactions on Multimedia.

Research output: Contribution to journalArticle

Multilayers
Fusion reactions

Guest Editorial for the 8th Symposium on Search Based Software Engineering Special Section

Sarro, F., Deb, K. & Kessentini, M. Mar 1 2018 In : Information and Software Technology. 95, 1 p.

Research output: Contribution to journalArticle

Software engineering

Information-dense actions as contexts

Wu, X., Bo, Y. & Weng, J. Jan 1 2018 (Accepted/In press) In : Neurocomputing.

Research output: Contribution to journalArticle

Muscle
Labeling
Neurons
Processing
Turing machines

Label propagation approach for predicting missing biographic labels in face-based biometric records

Swearingen, T. & Ross, A. Jan 1 2018 In : IET Biometrics. 7, 1, p. 71-80 10 p.

Research output: Contribution to journalArticle

Biometrics
Labels

Learning Face Image Quality from Human Assessments

Best-Rowden, L. & Jain, A. K. Jan 29 2018 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

Image quality
Neural networks
Ferromagnetic resonance
Template matching
Face recognition
1 Citations

Micro behaviors: A new perspective in E-commerce recommender systems

Zhou, M., Ding, Z., Tang, J. & Yin, D. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 727-735 9 p.

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

Recommender systems
Electronic commerce
Macros
History

Minimize the Make-span of Batched Requests for FPGA Pooling in Cloud Computing

Zhao, Y., Tian, C., Zhu, Z., Cheng, J., Qiao, C. & Liu, A. X. Apr 24 2018 (Accepted/In press) In : IEEE Transactions on Parallel and Distributed Systems.

Research output: Contribution to journalArticle

Cloud computing
Field programmable gate arrays (FPGA)
Scheduling algorithms
Particle accelerators
Throughput

Motivated Optimal Developmental Learning for Sequential Tasks Without Using Rigid Time-Discounts

Wang, D., Duan, Y. & Weng, J. Jan 10 2018 (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalArticle

Neurons
Reinforcement learning
Maximum likelihood
Pattern recognition
Navigation
1 Citations

Multi-dimensional network embedding with hierarchical structure

Ma, Y., Ren, Z., Jiang, Z., Tang, J. & Yin, D. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 387-395 9 p.

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

Electric network analysis
Large scale systems
Websites