Computer Science and Engineering

Publications 1976 2019

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2018

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 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

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

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

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
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

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
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)

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

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

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

Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters

Jia, Y., Wu, C., Li, Z., Le, F. & Liu, A. Feb 15 2018 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

Cost reduction
Network function virtualization
Hardware
Costs

On the Reconstruction of Face Images from Deep Face Templates

Mai, G., Cao, K., YUEN, P. C. & Jain, A. K. Apr 14 2018 (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle

Face recognition
Template
Face
Neural networks
Color

OpenFunction: An Extensible Data Plane Abstraction Protocol for Platform-Independent Software-Defined Middleboxes

Tian, C., Munir, A., Liu, A. X., Yang, J. & Zhao, Y. May 2 2018 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

Network protocols
Field programmable gate arrays (FPGA)
Switches
Controllers
Software defined networking
1 Citations

Opposition based learning: A literature review

Mahdavi, S., Rahnamayan, S. & Deb, K. Apr 1 2018 In : Swarm and Evolutionary Computation. 39, p. 1-23 23 p.

Research output: Contribution to journalArticle

Computation theory
Soft computing
Fuzzy neural networks
Soft Computing
Literature Review

Optimizing the performance of reactive molecular dynamics simulations for many-core architectures

Aktulga, H. M., Knight, C., Coffman, P., O’Hearn, K. A., Shan, T. R. & Jiang, W. Jan 1 2018 (Accepted/In press) In : International Journal of High Performance Computing Applications.

Research output: Contribution to journalArticle

Many-core
Molecular Dynamics Simulation
Parallelism
Molecular dynamics
Computer simulation
Hydrogen
Hydrogen bonds
Ligands
hydrogen bonds
proteins

Radiation Constrained Scheduling of Wireless Charging Tasks

Dai, H., Ma, H., Liu, A. X. & Chen, G. Feb 1 2018 In : IEEE/ACM Transactions on Networking. 26, 1, p. 314-327 14 p.

Research output: Contribution to journalArticle

Scheduling
Electromagnetic waves
Radiation
Parallel algorithms
Linear programming

Rooted tRNAomes and evolution of the genetic code

Pak, D., Du, N., Kim, Y., Sun, Y. & Burton, Z. F. Feb 1 2018 (Accepted/In press) In : Transcription.

Research output: Contribution to journalArticle

Genetic Code
Transfer RNA
Anticodon
Codon
Messenger RNA
1 Citations

SCAPE: Safe Charging with Adjustable Power

Dai, H., Liu, Y., Chen, G., Wu, X., He, T., Liu, A. X. & Zhao, Y. Feb 1 2018 In : IEEE/ACM Transactions on Networking. 26, 1, p. 520-533 14 p.

Research output: Contribution to journalArticle

Parallel algorithms
Electromagnetic waves
Technology transfer
Testbeds
Linear programming

Schwann Cells Enhance Penetration of Regenerated Axons into Three-Dimensional Microchannels

Liu, C., Kray, J. & Chan, C. Jun 1 2018 In : Tissue Engineering and Regenerative Medicine. 15, 3, p. 351-361 11 p.

Research output: Contribution to journalArticle

Schwann Cells
Microchannels
Axons
Cells
Spinal Ganglia

Secure Hashing Based Verifiable Pattern Matching

Chen, F., Wang, D., Li, R., Chen, J., Ming, Z., Liu, A. X., Duan, H., Wang, C. & Qin, J. Apr 7 2018 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

Pattern matching
Outsourcing
Data structures
Costs
Servers

Semantic-aware Searching over Encrypted Data for Cloud Computing

Fu, Z., Xia, L., Sun, X., Liu, A. X. & Xie, G. Mar 23 2018 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

Cloud computing
Semantics
Servers
Outsourcing
Cryptography
1 Citations

Stain Formation on Deforming Inelastic Cloth

Wang, X., Liu, S. & Tong, Y. Jan 2 2018 (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

Enhanced magnetoresistance
Anisotropic media
Equations of motion
Surface treatment
Anisotropy

Strategies for effective collaborative manuscript development in interdisciplinary science teams

Oliver, S. K., Fergus, C. E., Skaff, N. K., Wagner, T., Tan, P. N., Cheruvelil, K. S. & Soranno, P. A. Apr 1 2018 In : Ecosphere. 9, 4, e02206

Research output: Contribution to journalArticle

productivity
decision making
conflict
science
document

Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator for Static Video Surveillance: Can We Learn Pedestrian Detectors and Pose Estimators Without Real Data?

Hattori, H., Lee, N., Boddeti, V. N., Beainy, F., Kitani, K. M. & Kanade, T. Mar 16 2018 (Accepted/In press) In : International Journal of Computer Vision. p. 1-18 18 p.

Research output: Contribution to journalArticle

Computer graphics
Network architecture
Security systems
Learning systems
Detectors

The Added Value of Diffusion-Weighted MRI-Derived Structural Connectome in Evaluating Mild Cognitive Impairment: A Multi-Cohort Validation

Wang, Q., Guo, L., Thompson, P. M., Jack, C. R., Dodge, H., Zhan, L. & Zhou, J. Jan 1 2018 In : Journal of Alzheimer's Disease. 64, 1, p. 149-169 21 p.

Research output: Contribution to journalArticle

Connectome
Diffusion Magnetic Resonance Imaging
Alzheimer Disease
Databases
Prodromal Symptoms

Understanding and identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H. Jan 1 2018 In : ACM Transactions on Intelligent Systems and Technology. 9, 2, 17

Research output: Contribution to journalArticle

Social Media
Linguistics
Express
Framework
Evaluate

Universal 3D Wearable Fingerprint Targets: Advancing Fingerprint Reader Evaluations

Engelsma, J. J., Arora, S. S., Jain, A. K. & Paulter, N. G. Jan 22 2018 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

3D printers
Palmprint recognition
Molds
Interoperability
Computer aided design

Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems

Sinha, A., Soun, T. & Deb, K. Jan 1 2018 (Accepted/In press) In : Swarm and Evolutionary Computation.

Research output: Contribution to journalArticle

Bilevel Optimization
Karush-Kuhn-Tucker Conditions
Proximity
Optimization Problem
Nonlinear Constraints