Research Output 1982 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

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
1 Citation (Scopus)

A deterministic approach for approximating the diurnal cycle of precipitation for use in large-scale hydrological modeling

Bohn, T. J., Whitney, K. M., Mascaro, G. & Vivoni, E., Feb 1 2019, In : Journal of Hydrometeorology. 20, 2, p. 297-317 21 p.

Research output: Contribution to journalArticle

hydrological modeling
climate
simulation
snow accumulation
throughfall
3 Citations (Scopus)

An enriched approach for modeling multiscale discrete-fracture/matrix interaction for unconventional-reservoir simulations

Xia, Y., Jin, Y., Chen, M. & Chen, K., Feb 1 2019, In : SPE Journal. 24, 1, p. 349-374 26 p.

Research output: Contribution to journalArticle

fracture network
matrix
modeling
simulation
fractured medium

Applying Brantingham's neutral model of stone raw material procurement to the Pinnacle Point Middle Stone Age record, Western Cape, South Africa

Oestmo, S., Janssen, M. & Cawthra, H. C., Jan 1 2019, (Accepted/In press) In : Quaternary Science Reviews. 105901.

Research output: Contribution to journalArticle

Mesolithic
raw materials
South Africa
raw material
Africa
2 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

Changing of the guard: Mixed specialization and flexibility in nest defense (Tetragonisca angustula)

Baudier, K. M., Ostwald, M. M., Grüter, C., Segers, F. H. I. D., Roubik, D. W., Pavlic, T., Pratt, S. & Fewell, J., Jan 1 2019, In : Behavioral Ecology. 30, 4, p. 1041-1049 9 p.

Research output: Contribution to journalArticle

Tetragonisca angustula
nest
nests
polyethism
social insects
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

Control flow checking or not? (for Soft Errors)

Rhisheekesan, A., Jeyapaul, R. & Shrivastava, A., Feb 1 2019, In : ACM Transactions on Embedded Computing Systems. 18, 1, 11.

Research output: Contribution to journalArticle

Flow control
Chlorofluorocarbons
Hardware
Chemical analysis
Costs

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
Time Management
Decision support systems
Supply chains
Semiconductors
Decision Support Techniques

Differences in visitor characteristics and experiences on episodic free admission days

Bowman, C. D. D., Adkins, A., Owen, B. L., Rogers, K. J., Escalante, E., Bowman, J., Nelson, B. & Stoltman, A., Jan 1 2019, In : Museum Management and Curatorship.

Research output: Contribution to journalArticle

museum
group behavior
decision making
Admission
history

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

Exact solution of sparse linear systems via left-looking roundoff-error-free LU factorization in time proportional to arithmetic work

Lourenco, C., Escobedo, A., Moreno-Centeno, E. & Davis, T. A., Jan 1 2019, In : SIAM Journal on Matrix Analysis and Applications. 40, 2, p. 609-638 30 p.

Research output: Contribution to journalArticle

LU Factorization
Sparse Linear Systems
Rounding error
Exact Solution
Directly proportional

Exome Sequencing of Two Siblings with Sporadic Autism Spectrum Disorder and Severe Speech Sound Disorder Suggests Pleiotropic and Complex Effects

Peter, B., Dinu, V., Liu, L., Huentelman, M., Naymik, M., Lancaster, H., Vose, C. & Schrauwen, I., Jan 1 2019, In : Behavior Genetics.

Research output: Contribution to journalArticle

Exome
Siblings
Apraxias
childhood
gene
2 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

First-order stable model semantics with intensional functions

Bartholomew, M. & Lee, J., Aug 1 2019, In : Artificial Intelligence. 273, p. 56-93 38 p.

Research output: Contribution to journalArticle

Programming theory
Semantics
semantics
programming
Electric grounding

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)

How does mobility help distributed systems compute?

Vining, W. F., Esponda, F., Moses, M. E. & Forrest, S., Jan 1 2019, In : Philosophical Transactions of the Royal Society B: Biological Sciences. 374, 1774, 20180375.

Research output: Contribution to journalArticle

Computer Communication Networks
Brain
brain
Cellular automata
Liquids
Neural networks
Durability
Tuning
Data storage equipment
Degradation
2 Citations (Scopus)

Infrastructure and the environment in the Anthropocene

Chester, M., Markolf, S. & Allenby, B., Jan 1 2019, In : Journal of Industrial Ecology.

Research output: Contribution to journalArticle

infrastructure
human activity
integrated system
management
water management
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
1 Citation (Scopus)
Open Access
Uncertainty
Decision Making
Natural Resources
environmental risk
vulnerability
Decision making
decision making
infrastructure

Overlaying multiple sources of data to identify bottlenecks in clinical workflow

Vankipuram, A., Patel, V., Traub, S. & Shortliffe, E. H., Mar 1 2019, In : Journal of Biomedical Informatics: X. 1, 100004.

Research output: Contribution to journalArticle

Open Access
Workflow
Information Storage and Retrieval
Health
Electronic Health Records
Sensors

Quantitative study in shale gas behaviors using a coupled triple-continuum and discrete fracture model

Wei, S., Xia, Y., Jin, Y., Chen, M. & Chen, K., Mar 1 2019, In : Journal of Petroleum Science and Engineering. 174, p. 49-69 21 p.

Research output: Contribution to journalArticle

Desorption
desorption
Shale
Gases
shale

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

Relay node placement under budget constraint

Zhou, C., Mazumder, A., Das, A., Basu, K., Matin-Moghaddam, N., Mehrani, S. & Sen, A., Feb 1 2019, In : Pervasive and Mobile Computing. 53, p. 1-12 12 p.

Research output: Contribution to journalArticle

Budget Constraint
Connectedness
Relay
Placement
Vertex of a graph

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

Self-diffusion in compressible gas flow through a microconduit

Shen, D. & Chen, K., Feb 1 2019, In : Physical Review Fluids. 4, 2

Research output: Contribution to journalArticle

Self-diffusion
Compressible Flow
Gas Flow
Slip Condition
Flow Rate

Strategies to improve accessibility for learners with color vision deficiency

Bingham, R., Dietrich, S. & Goelman, D., Mar 1 2019, ACM Inroads, 10, 1, p. 52-56 5 p.

Research output: Contribution to specialist publicationArticle

Color vision
educator
blindness
user interface
User interfaces
physics
basin
simulation
land surface
surface temperature

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
1 Citation (Scopus)

The transformation of the k-Shortest Steiner trees search problem into binary dynamic problem for effective evolutionary methods application

Przewoźniczek, M. W., Walkowiak, K., Sen, A., Komarnicki, M. & Lechowicz, P., Apr 1 2019, In : Information Sciences. 479, p. 1-19 19 p.

Research output: Contribution to journalArticle

Steiner Tree
Search Problems
Dynamic Problem
Fiber optic networks
Telecommunication networks

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
14 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

Use of supply chain planning tools for efficiently placing small farmers into high-value, vegetable markets

Flores, H., Villalobos, J., Ahumada, O., Uchanski, M., Meneses, C. & Sanchez, O., Feb 1 2019, In : Computers and Electronics in Agriculture. 157, p. 205-217 13 p.

Research output: Contribution to journalArticle

Vegetables
supply chain
Agriculture
Supply chains
vegetable

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

A clarification on the conditions for the Gassmann equations

Chen, K., Jan 1 2018, In : Journal of Porous Media. 21, 10, p. 993-998 6 p.

Research output: Contribution to journalArticle

Poroelasticity
constitutive equations
Constitutive Equation
Constitutive equations
derivation
2 Citations (Scopus)

A Compiler Technique for Processor-Wide Protection From Soft Errors in Multithreaded Environments

Didehban, M. & Shrivastava, A., Feb 9 2018, (Accepted/In press) In : IEEE Transactions on Reliability.

Research output: Contribution to journalArticle

Microprocessor chips
Transistors
Data storage equipment
Experiments
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
4 Citations (Scopus)

Activity-based DEVS modeling

Alshareef, A., Sarjoughian, H. & Zarrin, B., Mar 1 2018, In : Simulation Modelling Practice and Theory. 82, p. 116-131 16 p.

Research output: Contribution to journalArticle

Modeling
Behavioral Modeling
Model Driven Architecture
Model
Metamodel
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
7 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
13 Citations (Scopus)

ALAMO: FPGA acceleration of deep learning algorithms with a modularized RTL compiler

Ma, Y., Suda, N., Cao, Y., Vrudhula, S. & Seo, J., Jan 1 2018, (Accepted/In press) In : Integration, the VLSI Journal.

Research output: Contribution to journalArticle

Learning algorithms
Field programmable gate arrays (FPGA)
Neural networks
Throughput
Hardware
4 Citations (Scopus)

A method for the analysis and visualization of clinical workflow in dynamic environments

Vankipuram, A., Traub, S. & Patel, V., Mar 1 2018, In : Journal of Biomedical Informatics. 79, p. 20-31 12 p.

Research output: Contribution to journalArticle

Workflow
Visualization
Hospital Emergency Service
Cultural Anthropology
Electronic Health Records