Computer Science and Engineering

Publications 1980 2018

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2017

3D-RadVis Antenna: Visualization and performance measure for many-objective optimization

Ibrahim, A., Rahnamayan, S., Martin, M. V. & Deb, K. 2017 (Accepted/In press) In : Swarm and Evolutionary Computation.

Research output: Research - peer-reviewArticle

Performance Measures
Antenna
Visualization
Optimization
Antennas

Accelerating nuclear configuration interaction calculations through a preconditioned block iterative eigensolver

Shao, M., Aktulga, H. M., Yang, C., Ng, E. G., Maris, P. & Vary, J. P. 2017 (Accepted/In press) In : Computer Physics Communications.

Research output: Research - peer-reviewArticle

configuration interaction
Iterative methods
supercomputers
parallel computers
microprocessors

Adaptive 3D Face Reconstruction from Unconstrained Photo Collections

Roth, J., Tong, Y. & Liu, X. Nov 1 2017 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 11, p. 2127-2141 15 p., 7776921

Research output: Research - peer-reviewArticle

Face
Image quality
Lighting
Internet
Photometric Stereo

Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems

Liu, H. L., Chen, L., Zhang, Q. & Deb, K. Jul 12 2017 (Accepted/In press) In : IEEE Transactions on Evolutionary Computation.

Research output: Research - peer-reviewArticle

Optimization Problem
Pareto Front
Multi-objective Optimization
Approximation
Estimate

A novel non-dominated sorting algorithm for evolutionary multi-objective optimization

Bao, C., Xu, L., Goodman, E. D. & Cao, L. 2017 (Accepted/In press) In : Journal of Computational Science.

Research output: Research - peer-reviewArticle

Evolutionary multiobjective Optimization
Sorting algorithm
Sorting
Multiobjective optimization
Sort

A sensitive short read homology search tool for paired-end read sequencing data

Techa-Angkoon, P., Sun, Y. & Lei, J. Oct 16 2017 In : BMC Bioinformatics. 18, 414

Research output: Research - peer-reviewArticle

Sequencing
Homology
Datasets
Metagenomics
RNA

A Shifting Framework for Set Queries

Yang, T., Liu, A. X., Shahzad, M., Yang, D., Fu, Q., Xie, G. & Li, X. Aug 17 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Data structures
Data storage equipment
Computer networks
Experiments

A traffic flow approach to early detection of gathering events: Comprehensive results

Khezerlou, A. V., Zhou, X., Li, L., Shafiq, Z., Liu, A. X. & Zhang, F. Jul 1 2017 In : ACM Transactions on Intelligent Systems and Technology. 8, 6, 74

Research output: Research - peer-reviewArticle

Traffic Flow
Likely
Computational efficiency
Sustainable development
Traffic

Behavior Based Human Authentication on Touch Screen Devices Using Gestures and Signatures

Shahzad, M., Liu, A. X. & Samuel, A. Oct 1 2017 In : IEEE Transactions on Mobile Computing. 16, 10, p. 2726-2741 16 p., 7776938

Research output: Research - peer-reviewArticle

Touch screens
Authentication
Slate
Mobile computing
Experiments

Coloring 3d printed surfaces by thermoforming

Zhang, Y., Tong, Y. & Zhou, K. Aug 1 2017 In : IEEE Transactions on Visualization and Computer Graphics. 23, 8, p. 1924-1935 12 p., 7536161

Research output: Research - peer-reviewArticle

Thermoforming
Coloring
Color
Plastic sheets
Molds

Detecting and Localizing End-to-End Performance Degradation for Cellular Data Services Based on TCP Loss Ratio and Round Trip Time

Ahmed, F., Erman, J., Ge, Z., Liu, A. X., Wang, J. & Yan, H. Oct 20 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Degradation
Association rules

Detecting clinically related content in online patient posts

VanDam, C., Kanthawala, S., Pratt, W., Chai, J. & Huh, J. Nov 1 2017 In : Journal of Biomedical Informatics. 75, p. 96-106 11 p.

Research output: Research - peer-reviewArticle

Health
Medical problems
Classifiers
Moderators
Automation
MODIS
Landsat
imagery
irrigation
time series

Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS

Duan, J., Wu, C., Le, F., Liu, A. X. & Peng, Y. Oct 4 2017 (Accepted/In press) In : IEEE Journal on Selected Areas in Communications.

Research output: Research - peer-reviewArticle

Systems analysis
Virtualization
Multimedia services
Cost reduction
Topology
1 Citations

Fingerprint Recognition of Young Children

Jain, A. K., Arora, S. S., Cao, K., Best-Rowden, L. & Bhatnagar, A. Jul 1 2017 In : IEEE Transactions on Information Forensics and Security. 12, 7, p. 1501-1514 14 p., 7782364

Research output: Research - peer-reviewArticle

Ink
Statistical Models

Gold Fingers: 3D Targets for Evaluating Capacitive Readers

Arora, S. S., Jain, A. K. & Paulter, N. G. Sep 1 2017 In : IEEE Transactions on Information Forensics and Security. 12, 9, p. 2067-2077 11 p., 7903634

Research output: Research - peer-reviewArticle

Access control
Gold
Smartphones
Coatings
3D printers

Greenhouse climate fuzzy adaptive control considering energy saving

Su, Y., Xu, L. & Goodman, E. D. Aug 1 2017 In : International Journal of Control, Automation and Systems. 15, 4, p. 1936-1948 13 p.

Research output: Research - peer-reviewArticle

Greenhouses
Energy conservation
Actuators
Crops
Climate control

Intelligent and automatic in vivo detection and quantification of transplanted cells in MRI

Afridi, M. J., Ross, A., Liu, X., Bennewitz, M. F., Shuboni, D. D. & Shapiro, E. M. Nov 1 2017 In : Magnetic Resonance in Medicine. 78, 5, p. 1991-2002 12 p.

Research output: Research - peer-reviewArticle

Magnetic Resonance Imaging
Cell Tracking
Mesenchymal Stromal Cells
Brain
In Vitro Techniques

Latent Fingerprint Value Prediction: Crowd-based Learning

Chugh, T., Cao, K., Zhou, J., Tabassi, E. & Jain, A. K. Jun 28 2017 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Research - peer-reviewArticle

Processing

Long range iris recognition: A survey

Nguyen, K., Fookes, C., Jillela, R., Sridharan, S. & Ross, A. Dec 1 2017 In : Pattern Recognition. 72, p. 123-143 21 p.

Research output: Research - peer-reviewArticle

Image acquisition
Hardware
Access control
Image processing
Throughput

MasterPrint: Exploring the Vulnerability of Partial Fingerprint-Based Authentication Systems

Roy, A., Memon, N. & Ross, A. Sep 1 2017 In : IEEE Transactions on Information Forensics and Security. 12, 9, p. 2013-2025 13 p., 7893784

Research output: Research - peer-reviewArticle

Authentication
Sensors
Consumer electronics
Smartphones

Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations

Ahrari, A., Deb, K. & Preuss, M. Sep 1 2017 In : Evolutionary computation. 25, 3, p. 439-471 33 p.

Research output: Research - peer-reviewArticle

Multimodal Optimization
Self-adaptation
Evolution Strategies
Covariance matrix
Niching

Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition

Yin, X. & Liu, X. Oct 21 2017 (Accepted/In press) In : IEEE Transactions on Image Processing.

Research output: Research - peer-reviewArticle

Face recognition
Lighting
Neural networks
Experiments
Greenhouse
Climate
Dynamic Programming
Optimal Control
Simulation Study

On automated source selection for transfer learning in convolutional neural networks

Afridi, M. J., Ross, A. & Shapiro, E. M. 2017 (Accepted/In press) In : Pattern Recognition.

Research output: Research - peer-reviewArticle

Neural networks
Magnetic resonance imaging
Availability

Privacy and Integrity Preserving Top-k Query Processing for Two-Tiered Sensor Networks

Li, R., Liu, A. X., Xiao, S., Xu, H., Bruhadeshwar, B. & Wang, A. L. May 5 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Query processing
Sensor networks
Sensors
Hash functions

Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland

Schwaab, J., Deb, K., Goodman, E., Lautenbach, S., van Strien, M. & Grêt-Regamey, A. Sep 1 2017 In : Computers, Environment and Urban Systems. 65, p. 162-177 16 p.

Research output: Research - peer-reviewArticle

urban development
productivity
loss
municipality
Switzerland
Evolutionary multiobjective Optimization
Reference Point
Metric
Multiobjective optimization
Solution Set

Safe Charging for Wireless Power Transfer

Dai, H., Liu, Y., Chen, G., Wu, X., He, T., Liu, A. X. & Ma, H. Sep 26 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Electromagnetic waves
Technology transfer
Testbeds
Mobile devices
Computational complexity

Scalable nuclear density functional theory with Sky3D

Afibuzzaman, M., Schuetrumpf, B. & Aktulga, H. M. 2017 (Accepted/In press) In : Computer Physics Communications.

Research output: Research - peer-reviewArticle

Astrophysics
Supercomputers
Stars
Density functional theory
Neutrons

Spectral Affine-Kernel Embeddings

Budninskiy, M., Liu, B., Tong, Y. & Desbrun, M. Aug 1 2017 In : Computer Graphics Forum. 36, 5, p. 117-129 13 p.

Research output: Research - peer-reviewArticle

Mathematical operators
Geometry
Processing
Big data
Expressed Sequence Tags
Human Genome
Genes
Sampling
genome

Top-k Queries for Categorized RFID Systems

Liu, X., Li, K., Guo, S., Liu, A. X., Li, P., Wang, K. & Wu, J. Aug 18 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Radio frequency identification (RFID)
Costs
Switches
Modulation
Communication

Unsupervised Residential Power Usage Monitoring Using a Wireless Sensor Network

Tan, R., Phillips, D. E., Moazzami, M. M., Xing, G. & Chen, J. Jul 1 2017 In : ACM Transactions on Sensor Networks. 13, 3, 20

Research output: Research - peer-reviewArticle

Wireless sensor networks
Monitoring
Sensors
Smart meters
Sensor data fusion
2016
1 Citations

Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization

Li, K., Deb, K., Zhang, Q. & Zhang, Q. Nov 8 2016 (Accepted/In press) In : IEEE Transactions on Cybernetics.

Research output: Research - peer-reviewArticle

Multiobjective optimization
Sorting
Costs
Experiments
2 Citations

Multi-Category RFID Estimation

Liu, X., Li, K., Liu, A. X., Guo, S., Shahzad, M., Wang, A. L. & Wu, J. 2016 In : IEEE/ACM Transactions on Networking. PP, 99, 7574264

Research output: Research - peer-reviewArticle

Radio frequency identification (RFID)
Adaptive systems

PASE: Synthesizing Existing Transport Strategies for Near-Optimal Data Center Transport

Munir, A., Baig, G., Irteza, S. M., Qazi, I. A., Liu, A. X. & Dogar, F. R. Sep 15 2016 In : IEEE/ACM Transactions on Networking. PP, 99, 7569011

Research output: Research - peer-reviewArticle

Switches
Hardware
2015

Biometric template protection: Bridging the performance gap between theory and practice

Nandakumar, K. & Jain, A. K. Sep 1 2015 In : IEEE Signal Processing Magazine. 32, 5, p. 88-100 13 p., 7192825

Research output: Research - peer-reviewArticle

Biometrics
Template
Identity Management
Statistical Distribution
Password
14 Citations

Fast and accurate estimation of RFID tags

Shahzad, M. & Liu, A. X. Feb 1 2015 In : IEEE/ACM Transactions on Networking. 23, 1, p. 241-254 14 p., 6720209

Research output: Research - peer-reviewArticle

Radio frequency identification (RFID)
Network protocols
Inventory control
Supply chain management
Warehouses
1 Citations

Fast and Scalable Range Query Processing With Strong Privacy Protection for Cloud Computing

Li, R., Liu, A. X., Wang, A. L. & Bruhadeshwar, B. Aug 25 2015 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Query processing
Cloud computing
Binary trees

Preface

Cheng, B. H. C., Combemale, B., France, R. B., Jézéquel, J. M. & Rumpe, B. 2015 In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9400

Research output: Research - peer-reviewArticle

Privacy-Preserving Quantification of Cross-Domain Network Reachability

Chen, F., Bezawada, B. & Liu, A. X. Jun 1 2015 In : IEEE/ACM Transactions on Networking. 23, 3, p. 946-958 13 p., 6827253

Research output: Research - peer-reviewArticle

Access control
Communication
Processing
Costs
13 Citations

Probabilistic Optimal Tree Hopping for RFID Identification

Shahzad, M. & Liu, A. X. Jun 1 2015 In : IEEE/ACM Transactions on Networking. 23, 3, p. 796-809 14 p., 6827976

Research output: Research - peer-reviewArticle

Radio frequency identification (RFID)
Identification (control systems)
Inventory control
Supply chain management
7 Citations

Simultaneous topology, shape and size optimization of truss structures by fully stressed design based on evolution strategy

Ahrari, A., Atai, A. A. & Deb, K. Aug 3 2015 In : Engineering Optimization. 47, 8, p. 1063-1084 22 p.

Research output: Research - peer-reviewArticle

Truss Structures
Evolution Strategies
Topology
Optimization
Design

"slow is Fast" for wireless sensor networks in the presence of message losses

Hajisheykhi, R., Zhu, L., Arumugam, M., Demirbas, M. & Kulkarni, S. 2015 In : Journal of Parallel and Distributed Computing. 77, p. 41-57 17 p.

Research output: Research - peer-reviewArticle

Wireless Sensor Networks
Wireless sensor networks
Data storage equipment
Memory Model
Shared Memory

Software models in practice in student projects: Educators Symposium @ models 2015 - Panel summary

Balaban, M., Chiorean, D., Cheng, B., Clarke, P., Mussbacher, G., Lethbridge, T., Badreddin, O., Georg, G., Liebel, G., Stikkolorum, D., Pelozo, E. & Sturm, A. 2015 In : CEUR Workshop Proceedings. 1555, p. 76-80 5 p.

Research output: Research - peer-reviewArticle

Students
Teaching
Industrial applications
Software engineering
Education

The complexity of automated addition of fault-tolerance without explicit legitimate states

Abujarad, F., Lin, Y., Bonakdarpour, B. & Kulkarni, S. S. Jun 26 2015 In : Distributed Computing. 28, 3, p. 201-219 19 p.

Research output: Research - peer-reviewArticle

Fault Tolerance
Model
Fault tolerance
Repair
Fault
2014
5 Citations

Machine learning based decision support for many-objective optimization problems

Duro, J. A., Kumar Saxena, D., Deb, K. & Zhang, Q. Dec 25 2014 In : Neurocomputing. 146, p. 30-47 18 p.

Research output: Research - peer-reviewArticle

Machine Learning
Learning systems
Decision Making
Evolutionary algorithms
Decision making
2011

Boundary Aligned Smooth 3D Cross-Frame Field

Huangy, J., Wei, H., Bao, H. & Tong, Y. Dec 1 2011 In : ACM Transactions on Graphics. 30, 6, p. 1-8 8 p.

Research output: Research - peer-reviewArticle

Textures
Boundary conditions
1 Citations
Computer science
Education computing
Curricula
Students
Industry