IAFSE-CIDSE: Assured and Scalable Data Engineering, Center for (CASCADE)

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2020

Enhancing supervised bug localization with metadata and stack-trace

Wang, Y., Yao, Y., Tong, H., Huo, X., Li, M., Xu, F. & Lu, J., Jan 1 2020, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

2019

Accurate patient-specific machine learning models of glioblastoma invasion using transfer learning

Hu, L. S., Yoon, H., Eschbacher, J. M., Baxter, L. C., Dueck, A. C., Nespodzany, A., Smith, K. A., Nakaji, P., Xu, Y., Wang, L., Karis, J. P., Hawkins-Daarud, A. J., Singleton, K. W., Jackson, P. R., Anderies, B. J., Bendok, B. R., Zimmerman, R. S., Quarles, C., Porter-Umphrey, A. B., Mrugala, M. M. & 11 others, Sharma, A., Hoxworth, J. M., Sattur, M. G., Sanai, N., Koulemberis, P. E., Krishna, C., Mitchell, J. R., Wu, T., Tran, N. L., Swanson, K. R. & Li, J., Jan 1 2019, In : American Journal of Neuroradiology. 40, 3, p. 418-425 8 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition

Tu, Z., Li, H., Zhang, D., Dauwels, J., Li, B. & Yuan, J., Jun 2019, In : IEEE Transactions on Image Processing. 28, 6, p. 2799-2812 14 p., 8600333.

Research output: Contribution to journalArticle

6 Scopus citations

A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection

Feng, Y., Yang, F., Zhou, X., Guo, Y., Tang, F., Ren, F., Guo, J. & Ji, S., Nov 1 2019, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 16, 6, p. 1794-1801 8 p., 8357938.

Research output: Contribution to journalArticle

2 Scopus citations

A survey of variational and CNN-based optical flow techniques

Tu, Z., Xie, W., Zhang, D., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Mar 2019, In : Signal Processing: Image Communication. 72, p. 9-24 16 p.

Research output: Contribution to journalArticle

12 Scopus citations

Comparing D-optimal designs with common mixture experimental designs for logistic regression

Mancenido, M., Pan, R., Montgomery, D. & Anderson-Cook, C. M., Apr 15 2019, In : Chemometrics and Intelligent Laboratory Systems. 187, p. 11-18 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Crowd Sourced Semantic Enrichment (CroSSE) for knowledge driven querying of digital resources

Cavallo, G., Di Mauro, F., Pasteris, P., Sapino, M. L. & Candan, K. S., Jan 1 2019, In : Journal of Intelligent Information Systems.

Research output: Contribution to journalArticle

Data-adaptive low-rank modeling and external gradient prior for single image super-resolution

Chang, K., Zhang, X., Ding, P. L. K. & Li, B., Aug 1 2019, In : Signal Processing. 161, p. 36-49 14 p.

Research output: Contribution to journalArticle

3 Scopus citations

Evaluating Docker storage performance: from workloads to graph drivers

Tarasov, V., Rupprecht, L., Skourtis, D., Li, W., Rangaswami, R. & Zhao, M., Dec 1 2019, In : Cluster Computing. 22, 4, p. 1159-1172 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Exploring the Sensitivity of Choropleths under Attribute Uncertainty

Huang, Z., Lu, Y., Mack, E., Chen, W. & Maciejewski, R., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

5 Scopus citations

GFCache: A greedy failure cache considering failure recency and failure frequency for an erasure-coded storage system

Deng, M., Liu, F., Zhao, M., Chen, Z. & Xiao, N., Jan 1 2019, In : Computers, Materials and Continua. 58, 1, p. 153-167 15 p.

Research output: Contribution to journalArticle

Open Access

Graph convolutional networks: a comprehensive review

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Dec 1 2019, In : Computational Social Networks. 6, 1, 11.

Research output: Contribution to journalArticle

Open Access
6 Scopus citations

Hierarchical image semantics using probabilistic path propagations for biomedical research

Gillmann, C., Post, T., Wischgoll, T., Hagen, H. & Maciejewski, R., Nov 1 2019, In : IEEE Computer Graphics and Applications. 39, 6, p. 86-101 16 p., 8618426.

Research output: Contribution to journalArticle

2 Scopus citations

Integrated analysis of productivity and machine condition degradation: Performance evaluation and bottleneck identification

Kang, Y. & Ju, F., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

3 Scopus citations

Multi-task crowdsourcing via an optimization framework

Zhou, Y., He, J. & Ying, L., May 29 2019, In : ACM Transactions on Knowledge Discovery from Data. 13, 3, 27.

Research output: Contribution to journalArticle

1 Scopus citations

Real-Time Monitoring and Control of Urea Hydrolysis in Cyber-Enabled Nonwater Urinal System

Saetta, D., Padda, A., Li, X., Leyva, C., Mirchandani, P., Boscovic, D. & Boyer, T., Mar 19 2019, In : Environmental Science and Technology. 53, 6, p. 3187-3197 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

Robot learning of manipulation activities with overall planning through precedence graph

Ye, X., Lin, Z. & Yang, Y., Jun 1 2019, In : Robotics and Autonomous Systems. 116, p. 126-135 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Seeing the forest through the trees

Muchlinski, D. A., Siroky, D., He, J. & Kocher, M. A., Jan 1 2019, In : Political Analysis. 27, 1, p. 111-113 3 p.

Research output: Contribution to journalArticle

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition

Tu, Z., Xie, W., Dauwels, J., Li, B. & Yuan, J., May 2019, In : IEEE Transactions on Circuits and Systems for Video Technology. 29, 5, p. 1423-1437 15 p., 8347006.

Research output: Contribution to journalArticle

8 Scopus citations

TD-OCBA: Optimal computing budget allocation and time dilation for simulation optimization of manufacturing systems

Zhu, Y., Pedrielli, G. & Hay Lee, L., Mar 4 2019, In : IISE Transactions. 51, 3, p. 219-231 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Transient analysis and real-time control of geometric serial lines with residence time constraints

Wang, F., Ju, F. & Kang, N., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

3 Scopus citations

Urban form and composition of street canyons: A human-centric big data and deep learning approach

Middel, A., Lukasczyk, J., Zakrzewski, S., Arnold, M. & Maciejewski, R., Mar 1 2019, In : Landscape and Urban Planning. 183, p. 122-132 11 p.

Research output: Contribution to journalArticle

26 Scopus citations

Using network motifs to characterize temporal network evolution leading to diffusion inhibition

Sarkar, S., Guo, R. & Shakarian, P., Dec 1 2019, In : Social Network Analysis and Mining. 9, 1, 14.

Research output: Contribution to journalArticle

4 Scopus citations
2018

A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing

Li, Y., Liu, Z., Liu, W., Jiang, Y., Wang, Y., Goh, W. L., Yu, H. & Ren, F., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Industrial Electronics.

Research output: Contribution to journalArticle

3 Scopus citations

A cross-study analysis for reproducible sub-classification of traumatic brain injury

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Dodick, D. W., Schwedt, T. J. & Li, J., Aug 13 2018, In : Frontiers in Neurology. 9, AUG, 606.

Research output: Contribution to journalArticle

3 Scopus citations

A framework for real-time monitoring of energy efficiency of marine vessels

Chi, H., Pedrielli, G., Ng, S. H., Kister, T. & Bressan, S., Feb 15 2018, In : Energy. 145, p. 246-260 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

A GPU-outperforming FPGA accelerator architecture for binary convolutional neural networks

Li, Y., Liu, Z., Xu, K., Yu, H. & Ren, F., Jul 2018, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 2, 3154839.

Research output: Contribution to journalArticle

13 Scopus citations

Analysis of story recall in military veterans with and without mild traumatic brain injury: Preliminary results

Gallagher, K. & Azuma, T., Mar 1 2018, In : American Journal of Speech-Language Pathology. 27, 1S, p. 485-494 10 p.

Research output: Contribution to journalArticle

A Novel Positive Transfer Learning Approach for Telemonitoring of Parkinson's Disease

Yoon, H. & Li, J., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Automation Science and Engineering.

Research output: Contribution to journalArticle

3 Scopus citations

Attribute-based Access Control for ICN Naming Scheme

Li, B., Huang, D., Wang, Z. & Zhu, Y., Mar 1 2018, In : IEEE Transactions on Dependable and Secure Computing. 15, 2, p. 194-206 13 p.

Research output: Contribution to journalArticle

26 Scopus citations

Attributed Network Alignment: Problem Definitions and Fast Solutions

Zhang, S. & Tong, H., Aug 20 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

2 Scopus citations

A visual analytics framework for exploring theme park dynamics

Steptoe, M., Krüger, R., Garcia, R., Liang, X. & Maciejewski, R., Feb 2018, In : ACM Transactions on Interactive Intelligent Systems. 8, 1, 4.

Research output: Contribution to journalArticle

3 Scopus citations

A Visual Analytics Framework for Spatiotemporal Trade Network Analysis

Wang, H., Lu, Y., Shutters, S., Steptoe, M., Wang, F., Landis, S. & Maciejewski, R., Aug 17 2018, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

2 Scopus citations

Classification of Breast Masses Using a Computer-Aided Diagnosis Scheme of Contrast Enhanced Digital Mammograms

Danala, G., Patel, B., Aghaei, F., Heidari, M., Li, J., Wu, T. & Zheng, B., Sep 15 2018, In : Annals of Biomedical Engineering. 46, 9, p. 1419-1431 13 p.

Research output: Contribution to journalArticle

16 Scopus citations

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Computed Tomography-Based Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinoma

Ranjbar, S., Ning, S., Zwart, C. M., Wood, C. P., Weindling, S. M., Wu, T., Ross Mitchell, J., Li, J. & Hoxworth, J. M., Mar 1 2018, In : Journal of Computer Assisted Tomography. 42, 2, p. 299-305 7 p.

Research output: Contribution to journalArticle

7 Scopus citations

Computer-aided diagnosis of contrast-enhanced spectral mammography: A feasibility study

Patel, B. K., Ranjbar, S., Wu, T., Pockaj, B. A., Li, J., Zhang, N., Lobbes, M., Zhang, B. & Mitchell, J. R., Jan 1 2018, In : European Journal of Radiology. 98, p. 207-213 7 p.

Research output: Contribution to journalArticle

14 Scopus citations

Convolutional neural networks: Ensemble modeling, fine-tuning and unsupervised semantic localization for neurosurgical CLE images

Izadyyazdanabadi, M., Belykh, E., Mooney, M., Martirosyan, N., Eschbacher, J., Nakaji, P., Preul, M. C. & Yang, Y., Jul 1 2018, In : Journal of Visual Communication and Image Representation. 54, p. 10-20 11 p.

Research output: Contribution to journalArticle

7 Scopus citations

Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information

Kim, S., Jeong, S., Woo, I., Jang, Y., Maciejewski, R. & Ebert, D. S., Mar 1 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 3, p. 1287-1300 14 p., 7847429.

Research output: Contribution to journalArticle

16 Scopus citations

Data Integration in the Service of Synthetic Research

Kintigh, K., Spielmann, K. A., Brin, A., Candan, K., Clark, T. C. & Peeples, M., Feb 1 2018, In : Advances in Archaeological Practice. 6, 1, p. 30-41 12 p.

Research output: Contribution to journalArticle

11 Scopus citations

DexMonitor: Dynamically Analyzing and Monitoring Obfuscated Android Applications

Cho, H., Yi, J. H. & Ahn, G-J., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

2 Scopus citations

Dual-regularized one-class collaborative filtering with implicit feedback

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., May 1 2018, (Accepted/In press) In : World Wide Web. p. 1-31 31 p.

Research output: Contribution to journalArticle

Efficient Anonymous Message Submission

Zhao, X., Li, L., Xue, G. & Ahn, G-J., Mar 1 2018, In : IEEE Transactions on Dependable and Secure Computing. 15, 2, p. 217-230 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

3 Scopus citations

Exploring hierarchical structures for recommender systems

Wang, S., Tang, J., Wang, Y. & Liu, H., Jun 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 6, p. 1022-1035 14 p.

Research output: Contribution to journalArticle

16 Scopus citations

Feature co-shrinking for co-clustering

Tan, Q., Yang, P. & He, J., May 2018, In : Pattern Recognition. 77, p. 12-19 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Function-on-function regression with mode-sparsity regularization

Yang, P., Tan, Q. & He, J., Jan 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 3, 36.

Research output: Contribution to journalArticle

Guiding supervised topic modeling for content based tag recommendation

Wu, Y., Xi, S., Yao, Y., Xu, F., Tong, H. & Lu, J., Nov 7 2018, In : Neurocomputing. 314, p. 479-489 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

Implicit negative link detection on online political networks via matrix tri-factorizations

Ozer, M., Yildirim, M. Y. & Davulcu, H., Jun 26 2018, (Accepted/In press) In : New Review of Hypermedia and Multimedia. p. 1-25 25 p.

Research output: Contribution to journalArticle

Inferring Anchor Links Based on Social Network Structure

Feng, S., Shen, D., Nie, T., Kou, Y., He, J. & Yu, G., Mar 8 2018, In : IEEE Access. 6, p. 17340-17353 14 p.

Research output: Contribution to journalArticle

2 Scopus citations