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2017

Design of Ternary Neural Network With 3-D Vertical RRAM Array

Li, Z., Chen, P. Y., Xu, H. & Yu, S., May 2 2017, (Accepted/In press) In : IEEE Transactions on Electron Devices.

Research output: Contribution to journalArticle

21 Scopus citations

DEVS specification for modeling and simulation of the UML activities

Alshareef, A. & Sarjoughian, H., 2017, In : Simulation Series. 49, 7, p. 92-103 12 p.

Research output: Contribution to journalArticle

Directional prediction of stock prices using breaking news on Twitter

Alostad, H. & Davulcu, H., 2017, In : Web Intelligence. 15, 1, p. 1-17 17 p.

Research output: Contribution to journalArticle

5 Scopus citations

EasySVM: A visual analysis approach for open-box support vector machines

Ma, Y., Chen, W., Ma, X., Xu, J., Huang, X., Maciejewski, R. & Tung, A. K. H., Jun 1 2017, In : Computational Visual Media. 3, 2, p. 161-175 15 p.

Research output: Contribution to journalArticle

7 Scopus citations

Ecohydrological role of biological soil crusts across a gradient in levels of development

Whitney, K. M., Vivoni, E., Duniway, M. C., Bradford, J. B., Reed, S. C. & Belnap, J., Oct 2017, In : Ecohydrology. 10, 7, e1875.

Research output: Contribution to journalArticle

10 Scopus citations

Effectiveness of standards consortia: Social network perspectives

Choi, B., Santanam, R., Vinzé, A. & Dooley, K., Apr 20 2017, (Accepted/In press) In : Information Systems Frontiers. p. 1-12 12 p.

Research output: Contribution to journalArticle

1 Scopus citations

Efficient and Reliable Missing Tag Identification for Large-Scale RFID Systems with Unknown Tags

Chen, H., Xue, G. & Wang, Z., Jun 1 2017, In : IEEE Internet of Things Journal. 4, 3, p. 736-748 13 p., 7843647.

Research output: Contribution to journalArticle

19 Scopus citations

Energy-efficient adaptive computing with multifunctional memory

Qian, W., Chen, P. Y., Karam, R., Gao, L., Bhunia, S. & Yu, S., Feb 1 2017, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 64, 2, p. 191-195 5 p., 7453154.

Research output: Contribution to journalArticle

2 Scopus citations

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions

Li, L., Tong, H., Cao, N., Ehrlich, K., Lin, Y. R. & Buchler, N., Mar 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 3, p. 613-626 14 p., 7762175.

Research output: Contribution to journalArticle

9 Scopus citations

Enhancing the physical modeling capability of open-source MFIX-DEM software for handling particle size polydispersity: Implementation and validation

Chen, S., Adepu, M., Emady, H., Jiao, Y. & Gel, A., Jul 15 2017, In : Powder Technology. 317, p. 117-125 9 p.

Research output: Contribution to journalArticle

8 Scopus citations

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 others, Fouche, 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., Jan 15 2017, In : NeuroImage. 145, p. 389-408 20 p.

Research output: Contribution to journalArticle

69 Scopus citations

Exact algorithms and bounds for the dynamic assignment interdiction problem

Sefair, J. & Smith, J. C., Aug 2017, In : Naval Research Logistics. 64, 5, p. 373-387 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Extending the boundaries between scheduling and dispatching: hedging and rescheduling techniques

Pfund, M. E. & Fowler, J., Apr 1 2017, (Accepted/In press) In : International Journal of Production Research. p. 1-14 14 p.

Research output: Contribution to journalArticle

3 Scopus citations

Facilitating Time Critical Information Seeking in Social Media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Oct 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2197-2209 13 p., 7919259.

Research output: Contribution to journalArticle

5 Scopus citations

Fast and flexible top-k similarity search on large networks

Zhang, J., Tang, J., Ma, C., Tong, H., Jing, Y., Li, J., Luyten, W. & Moens, M. F., Aug 1 2017, In : ACM Transactions on Information Systems. 36, 2, 13.

Research output: Contribution to journalArticle

5 Scopus citations

Feature selective temporal prediction of Alzheimer's disease progression using hippocampus surface morphometry

Tsao, S., Gajawelli, N., Zhou, J., Shi, J., Ye, J., Wang, Y. & Leporé, N., 2017, (Accepted/In press) In : Brain and Behavior.

Research output: Contribution to journalArticle

8 Scopus citations

FGWAS: Functional genome wide association analysis

the Alzheimer's Disease Neuroimaging Initiative, Oct 1 2017, In : NeuroImage. 159, p. 107-121 15 p.

Research output: Contribution to journalArticle

13 Scopus citations

Fording differences? Conditions mitigating water insecurity in the Niger River Basin

Landis, S. T., Rezaeedaryakenari, B., Zhang, Y., Thies, C. & Maciejewski, R., Jan 1 2017, In : Political Geography. 56, p. 77-90 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

Formal requirement debugging for testing and verification of cyber-physical systems

Dokhanchi, A., Hoxha, B. & Fainekos, G., Dec 1 2017, In : ACM Transactions on Embedded Computing Systems. 17, 2, 34.

Research output: Contribution to journalArticle

4 Scopus citations
3 Scopus citations

Fragility of the provision of local public goods to private and collective risks

Cárdenas, J. C., Janssen, M., Ale, M., Bastakoti, R., Bernal, A., Chalermphol, J., Gong, Y., Shin, H., Shivakoti, G., Wang, Y. & Anderies, J., Jan 31 2017, In : Proceedings of the National Academy of Sciences of the United States of America. 114, 5, p. 921-925 5 p.

Research output: Contribution to journalArticle

12 Scopus citations

Frameworks for Privacy-Preserving Mobile Crowdsensing Incentive Mechanisms

Lin, J., Yang, D., Li, M., Xu, J. & Xue, G., Dec 6 2017, (Accepted/In press) In : IEEE Transactions on Mobile Computing.

Research output: Contribution to journalArticle

20 Scopus citations

Fusing disparate object signatures for salient object detection in video

Tu, Z., Guo, Z., Xie, W., Yan, M., Veltkamp, R. C., Li, B. & Yuan, J., Dec 1 2017, In : Pattern Recognition. 72, p. 285-299 15 p.

Research output: Contribution to journalArticle

18 Scopus citations

GCRNN: Group-Constrained Convolutional Recurrent Neural Network

Lin, S. & Runger, G., Dec 7 2017, (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalArticle

5 Scopus citations

Group Buying Spectrum Auctions in Cognitive Radio Networks

Yang, D., Xue, G. & Zhang, X., Jan 1 2017, In : IEEE Transactions on Vehicular Technology. 66, 1, p. 810-817 8 p., 7442153.

Research output: Contribution to journalArticle

21 Scopus citations

Guiding and motivating students through open social student modeling: Lessons learned

Hsiao, I. & Brusilovsky, P., 2017, In : Teachers College Record. 119, 3, 030308.

Research output: Contribution to journalArticle

3 Scopus citations

Heterogeneous representation learning with separable structured sparsity regularization

Yang, P., Tan, Q., Zhu, Y. & He, J., Aug 9 2017, (Accepted/In press) In : Knowledge and Information Systems. p. 1-24 24 p.

Research output: Contribution to journalArticle

Hyperbolic Harmonic Mapping for Surface Registration

Shi, R., Zeng, W., Su, Z., Jiang, J., Damasio, H., Lu, Z., Wang, Y., Yau, S. T. & Gu, X., May 1 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 5, p. 965-980 16 p., 7469384.

Research output: Contribution to journalArticle

10 Scopus citations

Identifying Bottlenecks in Serial Production Lines with Geometric Machines: Indicators and Rules

Kang, Y. & Ju, F., Jul 1 2017, In : IFAC-PapersOnLine. 50, 1, p. 13952-13957 6 p.

Research output: Contribution to journalArticle

iDoctor: Personalized and professionalized medical recommendations based on hybrid matrix factorization

Zhang, Y., Chen, M., Huang, D., Wu, D. & Li, Y., Jan 1 2017, In : Future Generation Computer Systems. 66, p. 30-35 6 p.

Research output: Contribution to journalArticle

99 Scopus citations

Image Understanding using vision and reasoning through Scene Description Graph

Aditya, S., Yang, Y., Baral, C., Aloimonos, Y. & Fermüller, C., Jan 1 2017, (Accepted/In press) In : Computer Vision and Image Understanding.

Research output: Contribution to journalArticle

9 Scopus citations

Impact of spatial scales on the intercomparison of climate scenarios

Luo, W., Steptoe, M., Chang, Z., Link, R., Clarke, L. & Maciejewski, R., Jan 1 2017, In : IEEE Computer Graphics and Applications. 37, 5, p. 40-49 10 p., 8047458.

Research output: Contribution to journalArticle

Improved Strength Four Covering Arrays with Three Symbols

Maity, S., Akhtar, Y., Chandrasekharan, R. C. & Colbourn, C., Dec 15 2017, (Accepted/In press) In : Graphs and Combinatorics. p. 1-17 17 p.

Research output: Contribution to journalArticle

1 Scopus citations

Improving Analog Switching in HfOx Based Resistive Memory with Thermal Enhanced Layer

Wu, W., Wu, H., Gao, B., Deng, N., Yu, S. & Qian, H., Jun 23 2017, (Accepted/In press) In : IEEE Electron Device Letters.

Research output: Contribution to journalArticle

64 Scopus citations

Improving efficiency in sparse learning with the feedforward inhibitory motif

Xu, Z., Skorheim, S., Tu, M., Berisha, V., Yu, S., Seo, J., Bazhenov, M. & Cao, Y., Dec 6 2017, In : Neurocomputing. 267, p. 141-151 11 p.

Research output: Contribution to journalArticle

Integration of multiple health information systems for quality improvement of radiologic care

Wang, K., Zwart, C., Wellnitz, C., Wu, T. & Li, J., Jul 3 2017, In : IISE Transactions on Healthcare Systems Engineering. 7, 3, p. 169-180 12 p.

Research output: Contribution to journalArticle

Learning How to Construct Models of Dynamic Systems: An Initial Evaluation of the Dragoon Intelligent Tutoring System

VanLehn, K., Wetzel, J., Grover, S. & Van De Sande, B., Apr 1 2017, In : IEEE Transactions on Learning Technologies. 10, 2, p. 154-167 14 p., 7374728.

Research output: Contribution to journalArticle

15 Scopus citations

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

Low-VDD Operation of SRAM Synaptic Array for Implementing Ternary Neural Network

Sun, X., Liu, R., Chen, Y. J., Chiu, H. Y., Chen, W. H., Chang, M. F. & Yu, S., Jul 28 2017, (Accepted/In press) In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Research output: Contribution to journalArticle

4 Scopus citations

MADM-based smart parking guidance algorithm

Li, B., Pei, Y., Wu, H. & Huang, D., Dec 1 2017, In : PLoS One. 12, 12, 0188283.

Research output: Contribution to journalArticle

3 Scopus citations

Mapping the basal ganglia alterations in children chronically exposed to manganese

Lao, Y., Dion, L. A., Gilbert, G., Bouchard, M. F., Rocha, G., Wang, Y., Leporé, N. & Saint-Amour, D., Feb 3 2017, In : Scientific reports. 7, 41804.

Research output: Contribution to journalArticle

11 Scopus citations

Maximizing Capacity in Cognitive Radio Networks Under Physical Interference Model

Brown, M., Marshall, C., Yang, D., Li, M., Lin, J. & Xue, G., Jul 1 2017, (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

4 Scopus citations

Metabolic connectivity for differential diagnosis of dementing disorders

Titov, D., Diehl-Schmid, J., Shi, K., Perneczky, R., Zou, N., Grimmer, T., Li, J., Drzezga, A. & Yakushev, I., Jan 1 2017, In : Journal of Cerebral Blood Flow and Metabolism. 37, 1, p. 252-262 11 p.

Research output: Contribution to journalArticle

17 Scopus citations

Migraine classification using magnetic resonance imaging resting-state functional connectivity data

Chong, C. D., Gaw, N., Fu, Y., Li, J., Wu, T. & Schwedt, T. J., Aug 1 2017, In : Cephalalgia. 37, 9, p. 828-844 17 p.

Research output: Contribution to journalArticle

27 Scopus citations

Migraine Subclassification via a Data-Driven Automated Approach Using Multimodality Factor Mixture Modeling of Brain Structure Measurements

Schwedt, T. J., Si, B., Li, J., Wu, T. & Chong, C. D., 2017, (Accepted/In press) In : Headache.

Research output: Contribution to journalArticle

7 Scopus citations

Mining parametric temporal logic properties in model-based design for cyber-physical systems

Hoxha, B., Dokhanchi, A. & Fainekos, G., Feb 3 2017, (Accepted/In press) In : International Journal on Software Tools for Technology Transfer. p. 1-15 15 p.

Research output: Contribution to journalArticle

14 Scopus citations

MIRank-KNN: Multiple-instance retrieval of clinically relevant diabetic retinopathy images

Chandakkar, P. S., Venkatesan, R. & Li, B., Jul 1 2017, In : Journal of Medical Imaging. 4, 3, 034003.

Research output: Contribution to journalArticle

MNSIM: Simulation Platform for Memristor-based Neuromorphic Computing System

Xia, L., Li, B., Tang, T., Gu, P., Chen, P. Y., Yu, S., Cao, Y., Wang, Y., Xie, Y. & Yang, H., Jul 19 2017, (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

18 Scopus citations

Model architecture-oriented combat system effectiveness simulation based on MDE

Lei, Y., Zhu, N., Yao, J., Sarjoughian, H. & Wang, W., Oct 1 2017, In : Journal of Systems Engineering and Electronics. 28, 5, p. 900-922 23 p., 8240034.

Research output: Contribution to journalArticle

3 Scopus citations

Modeling and change detection of dynamic network data by a network state space model

Zou, N. & Li, J., 2017, In : IISE Transactions. 49, 1, p. 45-57 13 p.

Research output: Contribution to journalArticle

6 Scopus citations