Research Output 1982 2019

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2016
5 Citations (Scopus)

Clustering-based joint feature selection for semantic attribute prediction

Chen, L. & Li, B., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3338-3344 7 p.

Research output: Contribution to journalArticle

Feature extraction
Semantics
Experiments
4 Citations (Scopus)
Time series
Semiconductor materials
Struts
Probability distributions
Explosions
38 Citations (Scopus)

Comparing random forest with logistic regression for predicting class-imbalanced civil war onset data

Muchlinski, D., Siroky, D., He, J. & Kocher, M., Dec 1 2016, In : Political Analysis. 24, 1, p. 87-103 17 p.

Research output: Contribution to journalArticle

civil war
logistics
regression
event
statistical method
18 Citations (Scopus)

Compressive sensing reconstruction of correlated images using joint regularization

Chang, K., Kevin Ding, P. L. & Li, B., Apr 1 2016, In : IEEE Signal Processing Letters. 23, 4, p. 449-453 5 p., 7403894.

Research output: Contribution to journalArticle

Compressive Sensing
Regularization
Pixels
Total Variation Regularization
Experiments
7 Citations (Scopus)

Constrained pathways to a creative urban economy

Shutters, S., Muneepeerakul, R. & Lobo, J., Dec 1 2016, In : Urban Studies. 53, 16, p. 3439-3454 16 p.

Research output: Contribution to journalArticle

urban economy
occupation
economy
diversification
prosperity

Constructing Efficient Experimental Designs for Generalized Linear Models

Saleh, M. & Pan, R., Sep 13 2016, In : Communications in Statistics: Simulation and Computation. 45, 8, p. 2827-2845 19 p.

Research output: Contribution to journalArticle

Generalized Linear Model
Experimental design
Design of experiments
Exchange Algorithm
Simulated Annealing Algorithm
12 Citations (Scopus)

Contrasting precipitation seasonality influences evapotranspiration dynamics in water-limited shrublands

Villarreal, S., Vargas, R., Yepez, E. A., Acosta, J. S., Castro, A., Escoto-Rodriguez, M., Lopez, E., Martínez-Osuna, J., Rodriguez, J. C., Smith, S. V., Vivoni, E. & Watts, C. J., Feb 1 2016, In : Journal of Geophysical Research G: Biogeosciences. 121, 2, p. 494-508 15 p.

Research output: Contribution to journalArticle

evapotranspiration
Evapotranspiration
shrubland
shrublands
seasonality
3 Citations (Scopus)

Cross-Training with Imperfect Training Schemes

Büke, B., Araz, Ö. M. & Fowler, J., 2016, (Accepted/In press) In : Production and Operations Management.

Research output: Contribution to journalArticle

Productivity
Costs
Personnel
Cross-training
Workers
1 Citation (Scopus)

dbling: Identifying extensions installed on encrypted web thin clients

Mabey, M., Doupe, A., Zhao, Z. & Ahn, G-J., Aug 7 2016, In : Digital Investigation. 18, p. S55-S65

Research output: Contribution to journalArticle

Application programs
Digital storage
Dermatoglyphics
digital media
Equipment and Supplies
3 Citations (Scopus)
Tensors
Decomposition
Costs
28 Citations (Scopus)

Demonstration of Convolution Kernel Operation on Resistive Cross-Point Array

Gao, L., Chen, P. Y. & Yu, S., Jul 1 2016, In : IEEE Electron Device Letters. 37, 7, p. 870-873 4 p., 7479502.

Research output: Contribution to journalArticle

Convolution
Demonstrations
Learning algorithms
Pixels
Neural networks
1 Citation (Scopus)
D-optimal Design
Functional Magnetic Resonance Imaging
Experiment
Design Efficiency
Exchange Algorithm
12 Citations (Scopus)

Design of Resistive Synaptic Array for Implementing On-Chip Sparse Learning

Chen, P. Y., Gao, L. & Yu, S., Oct 1 2016, In : IEEE Transactions on Multi-Scale Computing Systems. 2, 4, p. 257-264 8 p., 7536617.

Research output: Contribution to journalArticle

Learning algorithms
Wire
Calibration
13 Citations (Scopus)

Design Tradeoffs of Vertical RRAM-Based 3-D Cross-Point Array

Chen, P. Y., Li, Z. & Yu, S., Apr 27 2016, (Accepted/In press) In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Research output: Contribution to journalArticle

Data storage equipment
Transistors
Energy utilization
D region
Circuit simulation
31 Citations (Scopus)

DeyPoS: Deduplicatable Dynamic Proof of Storage for Multi-User Environments

He, K., Chen, J., Du, R., Wu, Q., Xue, G. & Zhang, X., Dec 1 2016, In : IEEE Transactions on Computers. 65, 12, p. 3631-3645 15 p., 7463079.

Research output: Contribution to journalArticle

Servers
Server
Homomorphic
Storage System
Integrity
10 Citations (Scopus)

Different Futures of Adaptive Collaborative Learning Support

Rummel, N., Walker, E. & Aleven, V., Jun 1 2016, In : International Journal of Artificial Intelligence in Education. 26, 2, p. 784-795 12 p.

Research output: Contribution to journalArticle

Paint
scenario
learning
educational theory
10 Citations (Scopus)

Directed dynamical influence is more detectable with noise

Jiang, J. J., Huang, Z. G., Huang, L., Liu, H. & Lai, Y-C., Apr 12 2016, In : Scientific Reports. 6, 24088.

Research output: Contribution to journalArticle

Noise
Entropy
Causality
Ecosystem
1 Citation (Scopus)

Discovering rare categories from graph streams

Zhou, D., Karthikeyan, A., Wang, K., Cao, N. & He, J., Sep 28 2016, (Accepted/In press) In : Data Mining and Knowledge Discovery. p. 1-24 24 p.

Research output: Contribution to journalArticle

Labeling
Sensor networks
Data mining
Wireless networks
Costs
4 Citations (Scopus)

Discovering the Nature of Variation in Nonlinear Profile Data

Shi, Z., Apley, D. W. & Runger, G., Jul 2 2016, In : Technometrics. 58, 3, p. 371-382 12 p.

Research output: Contribution to journalArticle

Monitoring
Supervised learning
Animation
Quality control
Websites
12 Citations (Scopus)

Disease gene prioritization by integrating tissue-specific molecular networks using a robust multi-network model

Ni, J., Koyuturk, M., Tong, H., Haines, J., Xu, R. & Zhang, X., Nov 10 2016, In : BMC Bioinformatics. 17, 1, 453.

Research output: Contribution to journalArticle

Prioritization
Network Model
Genes
Tissue
Gene
4 Citations (Scopus)

Disjoint spread systems and fault location

Colbourn, C., Fan, B. & Horsley, D., 2016, In : SIAM Journal on Discrete Mathematics. 30, 4, p. 2011-2026 16 p.

Research output: Contribution to journalArticle

Disjoint
Fault
Partition
Set Partition
Complex Systems

Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis

Howard, P., Apley, D. W. & Runger, G., Oct 26 2016, (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalArticle

Principal component analysis
Neural networks
Backpropagation
4 Citations (Scopus)

Disturbance characteristics of half-selected cells in a cross-point resistive switching memory array

Chen, Z., Li, H., Chen, H. Y., Chen, B., Liu, R., Huang, P., Zhang, F., Jiang, Z., Ye, H., Bin Gao, G., Liu, L., Liu, X., Kang, J., Wong, H. S. P. & Yu, S., Apr 20 2016, In : Nanotechnology. 27, 21, 215204.

Research output: Contribution to journalArticle

Data storage equipment
Analytical models
SPICE
Energy utilization
Electric potential
5 Citations (Scopus)

Dynamic co-ordinated scheduling in the supply chain considering flexible routes

Liu, A., Fowler, J. & Pfund, M., Jan 2 2016, In : International Journal of Production Research. 54, 1, p. 322-335 14 p.

Research output: Contribution to journalArticle

Supply chains
Scheduling
Rescheduling
Supply chain
Manufacturing
7 Citations (Scopus)

Dynamic shortest-path interdiction

Sefair, J. & Smith, J. C., Dec 1 2016, In : Networks. 68, 4, p. 315-330 16 p.

Research output: Contribution to journalArticle

Dynamic programming
Costs
Polynomials
6 Citations (Scopus)

Educational materials on sustainable engineering: Do we need a repository?

Davidson, C. I., Allenby, B., Haselbach, L. M., Heller, M. & Kelly, W. E., 2016, In : Elementa. 2016, 000089.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Efficient Small Blob Detection Based on Local Convexity, Intensity and Shape Information

Zhang, M., Wu, T., Beeman, S. C., Cullen-McEwen, L., Bertram, J. F., Charlton, J. R., Baldelomar, E. & Bennett, K. M., Apr 1 2016, In : IEEE Transactions on Medical Imaging. 35, 4, p. 1127-1137 11 p., 7359134.

Research output: Contribution to journalArticle

Kidney Glomerulus
Magnetic resonance imaging
Kidney
Unsupervised learning
Nephrons
8 Citations (Scopus)

Eigen-optimization on large graphs by edge manipulation

Chen, C., Tong, H., Prakash, B. A., Eliassi-Rad, T., Faloutsos, M. & Faloutsos, C., Jun 1 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 4, 49.

Research output: Contribution to journalArticle

Viruses
Information dissemination
97 Citations (Scopus)

Emerging Memory Technologies: Recent Trends and Prospects

Yu, S. & Chen, P. Y., Mar 1 2016, IEEE Solid-State Circuits Magazine, 8, 2, p. 43-56 14 p.

Research output: Contribution to specialist publicationArticle

Data storage equipment
57 Citations (Scopus)

ENIGMA and the individual: Predicting factors that affect the brain in 35 countries worldwide

Thompson, P. M., Andreassen, O. A., Arias-Vasquez, A., Bearden, C. E., Boedhoe, P. S., Brouwer, R. M., Buckner, R. L., Buitelaar, J. K., Bulayeva, K. B., Cannon, D. M., Cohen, R. A., Conrod, P. J., Dale, A. M., Deary, I. J., Dennis, E. L., de Reus, M. A., Desrivieres, S., Dima, D., Donohoe, G., Fisher, S. E. & 51 othersFouche, J. P., Francks, C., Frangou, S., Franke, B., Ganjgahi, H., Garavan, H., Glahn, D. C., Grabe, H. J., Guadalupe, T., Gutman, B. A., Hashimoto, R., Hibar, D. P., Holland, D., Hoogman, M., Pol, H. E. H., Hosten, N., Jahanshad, N., Kelly, S., Kochunov, P., Kremen, W. S., Lee, P. H., Mackey, S., Martin, N. G., Mazoyer, B., McDonald, C., Medland, S. E., Morey, R. A., Nichols, T. E., Paus, T., Pausova, Z., Schmaal, L., Schumann, G., Shen, L., Sisodiya, S. M., Smit, D. J. A., Smoller, J. W., Stein, D. J., Stein, J. L., Toro, R., Turner, J. A., van den Heuvel, M. P., van den Heuvel, O. L., van Erp, T. G. M., van Rooij, D., Veltman, D. J., Walter, H., Wang, Y., Wardlaw, J. M., Wang, Y., Wright, M. J. & Ye, J., 2016, (Accepted/In press) In : NeuroImage.

Research output: Contribution to journalArticle

Brain
Neuroimaging
Genetic Loci
Brain Diseases
Schizophrenia
4 Citations (Scopus)

Enriching programming content semantics: An evaluation of visual analytics approach

Hsiao, I. & Lin, Y. L., May 1 2016, (Accepted/In press) In : Computers in Human Behavior.

Research output: Contribution to journalArticle

Computer programming
Semantics
Learning
Automatic indexing
Interfaces (computer)
5 Citations (Scopus)

EpiDMS: Data management and analytics for decision-making from epidemic spread simulation ensembles

Liu, S., Poccia, S., Candan, K., Chowell, G. & Sapino, M. L., Dec 1 2016, In : Journal of Infectious Diseases. 214, p. S427-S432

Research output: Contribution to journalArticle

Decision Making
Emergencies
Information Systems
Economics
Delivery of Health Care
1 Citation (Scopus)

Example-based learning: exploring the use of matrices and problem variability

Hancock-Niemic, M. A., Lin, L., Atkinson, R., Renkl, A. & Wittwer, J., Feb 1 2016, In : Educational Technology Research and Development. 64, 1, p. 115-136 22 p.

Research output: Contribution to journalArticle

learning
ability
interaction
student
22 Citations (Scopus)

Exploration and exploitation in the macrohistory of the pre-Hispanic Pueblo Southwest

Bocinsky, R. K., Rush, J., Kintigh, K. & Kohler, T. A., Apr 1 2016, In : Science advances. 2, 4, p. e1501532

Research output: Contribution to journalArticle

Periodicity
Hispanic Americans
Southwestern United States
Demography
Chronology

Exploration of unpredictable environments by networked groups

Sasaki, T., Janssen, M., Shaffer, Z. & Pratt, S., 2016, In : Current Zoology. 62, 3, p. 207-214 8 p.

Research output: Contribution to journalArticle

foraging
information exchange
computer simulation
decision making
animals
9 Citations (Scopus)

Exploring characteristics of suspended users and network stability on Twitter

Wei, W., Joseph, K., Liu, H. & Carley, K. M., Dec 1 2016, In : Social Network Analysis and Mining. 6, 1, 51.

Research output: Contribution to journalArticle

twitter
Experiments
social media
social network
18 Citations (Scopus)

Exploring Evolving Media Discourse Through Event Cueing

Lu, Y., Steptoe, M., Burke, S., Wang, H., Tsai, J. Y., Davulcu, H., Montgomery, D., Corman, S. & Maciejewski, R., Jan 31 2016, In : IEEE Transactions on Visualization and Computer Graphics. 22, 1, p. 220-229 10 p., 7192705.

Research output: Contribution to journalArticle

Climate change
Time series
Lenses
8 Citations (Scopus)
ecological system
food security
social system
climate change
irrigation
8 Citations (Scopus)

Games for groundwater governance: Field experiments in Andhra Pradesh, India

Meinzen-Dick, R., Chaturvedi, R., Domènech, L., Ghate, R., Janssen, M., Rollins, N. D. & Sandeep, K., 2016, In : Ecology and Society. 21, 3, 38.

Research output: Contribution to journalArticle

crop
groundwater
nongovernmental organization
groundwater control
collective action
1 Citation (Scopus)

Guest Editors' Introduction: Special Issue on Reliable and Secure VANETs

Vinel, A., Ma, X. & Huang, D., Jan 1 2016, In : IEEE Transactions on Dependable and Secure Computing. 13, 1, p. 2-4 3 p., 7382390.

Research output: Contribution to journalArticle

Healthcare academic informatics and IT vendors - A modest proposal for a collaborative focus

Hammond, W. E. & Greenes, R., Apr 1 2016, In : Journal of Biomedical Informatics. 60, p. 363-364 2 p.

Research output: Contribution to journalArticle

Interinstitutional Relations
Community-Institutional Relations
Medical Informatics
Patient-Centered Care
Informatics

HSCC 2016-Chairs' Welcome

Abate, A. & Fainekos, G., Apr 11 2016, In : Unknown Journal. p. iii-iv

Research output: Contribution to journalArticle

2 Citations (Scopus)

Hydraulic resistance of a plant root to water-uptake: A slender-body theory

Chen, K., May 7 2016, In : Journal of Theoretical Biology. 396, p. 63-74 12 p.

Research output: Contribution to journalArticle

Water Uptake
Plant Roots
Hydraulics
water uptake
stele
8 Citations (Scopus)
footprint
land surface
soil moisture
atmosphere
ecosystem
2 Citations (Scopus)
soil texture
texture
watershed
spatial distribution
soil
2 Citations (Scopus)

Improved approximation algorithms for single-tiered relay placement

Calinescu, G., Grimmer, B., Misra, S., Tongngam, S., Xue, G. & Zhang, W., Apr 1 2016, In : Journal of Combinatorial Optimization. 31, 3, p. 1280-1297 18 p.

Research output: Contribution to journalArticle

Approximation algorithms
Relay
Placement
Approximation Algorithms
Sensors
13 Citations (Scopus)

Influence of APOE genotype on hippocampal atrophy over time - An N=1925 surface-based ADNI study

Li, B., Shi, J., Gutman, B. A., Baxter, L. C., Thompson, P. M., Caselli, R. J. & Wang, Y., Apr 1 2016, In : PLoS One. 11, 4, e0152901.

Research output: Contribution to journalArticle

Neuroimaging
apolipoprotein E
Apolipoproteins E
Alzheimer disease
Apolipoprotein E4
20 Citations (Scopus)

Institutions and the performance of coupled infrastructure systems

Anderies, J., Janssen, M. & Schlager, E., 2016, In : International Journal of the Commons. 10, 2, p. 495-516 22 p.

Research output: Contribution to journalArticle

infrastructure
performance
fishery
resources
governance
1 Citation (Scopus)

Interdependent preferences and prospects for global sustainability

Shutters, S., Sep 1 2016, In : International Journal of Sustainability Policy and Practice. 12, 3, p. 25-39 15 p.

Research output: Contribution to journalArticle

collective action
economic theory
Sustainable development
incentive
sustainability

Intervention strategies for the department of defense acquisition process

Worger, D., Jalao, E. R., Wirthlin, J. R., Colombi, J. & Wu, T., 2016, In : Journal of Defense Modeling and Simulation. 13, 2, p. 139-151 13 p.

Research output: Contribution to journalArticle

Discrete event simulation
Contractors
Process Mean
Process Variation
Completion Time