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

Research Output 1993 2019

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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
Glioblastoma
Cell Count
Neoplasms
Image-Guided Biopsy
Diffusion Tensor Imaging
1 Citation (Scopus)

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition

Tu, Z., Li, H., Zhang, D., Dauwels, J., Li, B. & Yuan, J., Jun 1 2019, In : IEEE Transactions on Image Processing. 28, 6, p. 2799-2812 14 p., 8600333.

Research output: Contribution to journalArticle

Sampling
Neural networks
Image recognition
Kinetics
Experiments
5 Citations (Scopus)

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 1 2019, In : Signal Processing: Image Communication. 72, p. 9-24 16 p.

Research output: Contribution to journalArticle

Optical flows
Neural networks
Motion estimation
Computer vision
Image processing
1 Citation (Scopus)

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

Design of experiments
Logistics
Optimal design
Experiments

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

Optical resolving power
Image resolution
Pixels

Evaluating Docker storage performance: from workloads to graph drivers

Tarasov, V., Rupprecht, L., Skourtis, D., Li, W., Rangaswami, R. & Zhao, M., Jan 1 2019, (Accepted/In press) In : Cluster Computing.

Research output: Contribution to journalArticle

Containers
Storage management
Information management
5 Citations (Scopus)

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

Visualization
Data visualization
Autocorrelation
Uncertainty
Statistical methods

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
Storage System
Cache
Recovery
Caching
Hits
2 Citations (Scopus)

Hierarchical Image Semantics using Probabilistic Path Propagations for Biomedical Research

Gillmann, C., Post, T., Wischgoll, T., Hagen, H. & Maciejewski, R., Jan 1 2019, (Accepted/In press) In : IEEE Computer Graphics and Applications.

Research output: Contribution to journalArticle

Image segmentation
Semantics
Electric fuses
Tumors
Communication
1 Citation (Scopus)

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

Productivity
Degradation
Industrial plants
Agglomeration
Decision making

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

urea
Urea
hydrolysis
Hydrolysis
Monitoring

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

Robot learning
Manipulation
Robot
Planning
Robots

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

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

Time series
Experiments
Discrete event simulation
Analytical models
Simulators

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

Real time control
Transient analysis
Markov processes
Learning algorithms
Structural properties
17 Citations (Scopus)

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

street canyon
learning
pedestrian
field of view
void

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

social network
Reinforcement
interaction
movies
reinforcement
2018
1 Citation (Scopus)

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

Particle accelerators
Energy efficiency
Servers
Throughput
Architectural design
2 Citations (Scopus)

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

Trail Making Test
Glasgow Outcome Scale
Cytidine Diphosphate Choline
Closed Head Injuries
Traumatic Brain Injury
1 Citation (Scopus)

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., May 11 2018, (Accepted/In press) In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Research output: Contribution to journalArticle

Prostate Cancer
Ultrasound
Ultrasound Image
Prostatic Neoplasms
Ultrasonics
5 Citations (Scopus)

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

Energy efficiency
Fuel consumption
Monitoring
Carbon dioxide
Ships
10 Citations (Scopus)

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

Li, Y., Liu, Z., Xu, K., Yu, H. & Ren, F., Jul 1 2018, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 2, 3154839.

Research output: Contribution to journalArticle

Particle accelerators
Field programmable gate arrays (FPGA)
Neural networks
Energy efficiency
Throughput

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

Brain Concussion
Veterans
brain
Military
Group
1 Citation (Scopus)

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

Testing
Internet
Costs
Predictive analytics
14 Citations (Scopus)

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

Access control
Cryptography
Network architecture

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

Topology
2 Citations (Scopus)

A visual analytics framework for exploring theme park dynamics

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

Research output: Contribution to journalArticle

Semantics
Trajectories
Electric network analysis
Macros
Communication
1 Citation (Scopus)

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

Electric network analysis
Supply chains
Sustainable development
Time series
Visualization
12 Citations (Scopus)

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., May 10 2018, (Accepted/In press) In : Annals of Biomedical Engineering. p. 1-13 13 p.

Research output: Contribution to journalArticle

Computer aided diagnosis
Mammography
Multilayer neural networks
Learning systems
Classifiers
4 Citations (Scopus)

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

Information retrieval
Data privacy
Information services
Vector spaces
Cryptography
4 Citations (Scopus)

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

Squamous Cell Carcinoma
Tomography
Papillomavirus Infections
Neck
Machine Learning
11 Citations (Scopus)

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

Feasibility Studies
Mammography
Breast
Research Ethics Committees
Radiologists
6 Citations (Scopus)

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

Tuning
Semantics
Surgery
Neural networks
Tumors
12 Citations (Scopus)

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

Data flow analysis
Visualization
Trajectories
Flow patterns
Crime
8 Citations (Scopus)

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

ontology
semantics
archaeology
Data Integration
Ontology
1 Citation (Scopus)

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

Monitoring
Hooks
Application programming interfaces (API)
Flow control
Virtual machine

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

Collaborative filtering
Feedback
Recommender systems
Stars
2 Citations (Scopus)

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

Cryptography

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

Feature Selection
Feature extraction
Labels
Imperfect
Annotation
13 Citations (Scopus)

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

Feature co-shrinking for co-clustering

Tan, Q., Yang, P. & He, J., May 1 2018, In : Pattern Recognition. 77, p. 12-19 8 p.

Research output: Contribution to journalArticle

Feature extraction
Factorization

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

Tensors
Sensor networks
2 Citations (Scopus)

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

Observation
Information Storage and Retrieval
Datasets

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

Factorization
Electric network analysis
Experiments
Polarization
2 Citations (Scopus)

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

Anchors
Experiments

In search of coherence and consensus: Measuring the interpretability of statistical topics

Morstatter, F. & Liu, H., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-32 32 p.

Research output: Contribution to journalArticle

Interpretability
Model
Evaluate
Output
Predictive Model

Integration of biological and statistical models toward personalized radiation therapy of cancer

Liu, X., Fatyga, M., Wu, T. & Li, J., Jan 1 2018, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Radiotherapy
Tissue
Radiation
Statistical Models
Parameter estimation
Statistical process control
Telecommunication traffic
Telecommunication networks
Quality of service
Singular value decomposition
27 Citations (Scopus)

Multi-stream CNN: Learning representations based on human-related regions for action recognition

Tu, Z., Xie, W., Qin, Q., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Jul 1 2018, In : Pattern Recognition. 79, p. 32-43 12 p.

Research output: Contribution to journalArticle

Neural networks
Network architecture
Sports
2 Citations (Scopus)

Phe: An efficient traitor tracing and revocation for encrypted file syncing-and-sharing in cloud

Zhu, Y., Gan, G., Guo, R. & Huang, D., Oct 1 2018, In : IEEE Transactions on Cloud Computing. 6, 4, p. 1110-1124 15 p., 7479486.

Research output: Contribution to journalArticle

Cryptography
Mobile devices
Industry