Research Output 1970 2019

2019

24.5 A Twin-8T SRAM Computation-In-Memory Macro for Multiple-Bit CNN-Based Machine Learning

Si, X., Chen, J. J., Tu, Y. N., Huang, W. H., Wang, J. H., Chiu, Y. C., Wei, W. C., Wu, S. Y., Sun, X., Liu, R., Yu, S., Liu, R. S., Hsieh, C. C., Tang, K. T., Li, Q. & Chang, M. F., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 396-398 3 p. 8662392. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Static random access storage
Macros
Learning systems
Data storage equipment
Energy efficiency

25.2 A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source with <6×10 -6 Native Bit Error Rate

Pang, Y., Gao, B., Wu, D., Yi, S., Liu, Q., Chen, W. H., Chang, T. W., Lin, W. E., Sun, X., Yu, S., Qian, H., Chang, M. F. & Wu, H., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 402-404 3 p. 8662307. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bit error rate
Silicon
Authentication
Cryptography
RRAM

27.5 A 91%-Efficiency Envelope-Tracking Modulator Using Hysteresis-Controlled Three-Level Switching Regulator and Slew-Rate-Enhanced Linear Amplifier for LTE-80MHz Applications

Mahmoudidaryan, P., Mandal, D., Bakkaloglu, B. & Kiaei, S., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 428-430 3 p. 8662305. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modulators
Hysteresis
Power amplifiers
Agglomeration
Bandwidth

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

A dependable detection mechanism for intersection management of Connected Autonomous Vehicles

Dedinsky, R., Khayatian, M., Mehrabian, M. & Shrivastava, A., Mar 1 2019, In : OpenAccess Series in Informatics. 68, 7.

Research output: Contribution to journalConference article

Autonomous Vehicles
Intersection
manager
Managers
management

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wireless Sensor Networks
Wireless sensor networks
Network protocols
Resilience
Hashing

A multi-method scheduling framework for medical staff

Rashwan, W., Arisha, A. & Fowler, J., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1464-1475 12 p. 8632247. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Waiting Time
Emergency
Schedule
Modeling and Simulation

Assessing the stability and techno-economic implications for wet storage of harvested microalgae to manage seasonal variability

Wendt, L. M., Kinchin, C., Wahlen, B. D., Davis, R., Dempster, T. & Gerken, H., Apr 8 2019, In : Biotechnology for Biofuels. 12, 1, 80.

Research output: Contribution to journalArticle

Open Access
Microalgae
Biomass
Economics
Lactic acid
economics

Associations of accelerometer-measured sedentary time and physical activity with prospectively assessed cardiometabolic risk factors: The CARDIA study

Whitaker, K. M., Gabriel, K. P., Buman, M., Pereira, M. A., Jacobs, D. R., Reis, J. P., Gibbs, B. B., Carnethon, M. R., Staudenmayer, J., Sidney, S. & Sternfeld, B., Jan 1 2019, In : Journal of the American Heart Association. 8, 1, e010212.

Research output: Contribution to journalArticle

Young Adult
Coronary Vessels
Exercise
Waist Circumference
HDL Cholesterol

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

Attribute Based Encryption for Information Sharing on Tactical Mobile Networks

Luo, J., Dong, Q., Huang, D. & Kang, M., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 960-965 6 p. 8599802. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cryptography
Wireless networks
Access control

AURORA: Auditing PageRank on Large Graphs

Kang, J., Wang, M., Cao, N., Xia, Y., Fan, W. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 713-722 10 p. 8622563. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Sports
Information retrieval
Scalability

Benchmark of RRAM based Architectures for Dot-Product Computation

Peng, X. & Yu, S., Jan 8 2019, 2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 378-381 4 p. 8605606. (2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

products
Data storage equipment
TOPS (spacecraft)
chips
machine learning
1 Citation (Scopus)

Beyond news contents: The role of social context for fake news detection

Shu, K., Wang, S. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 312-320 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ecosystems
Costs
Experiments

BigNet'17 workshop chairs' welcome

Tang, J., Tong, H., Vazirgiannis, M. & Dong, Y., Jan 1 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. 1 p.

Research output: Contribution to journalEditorial

1 Citation (Scopus)

Bridging psychology and engineering to make technology work for people

Roscoe, R., Becker, D. V., Branaghan, R., Chiou, E., Gray, R., Craig, S., Gutzwiller, R. S. & Cooke, N., Apr 1 2019, In : American Psychologist. 74, 3, p. 394-406 13 p.

Research output: Contribution to journalArticle

Human Engineering
Technology
Video Games
Quality of Life
Research Personnel

Characterizing Endurance Degradation of Incremental Switching in Analog RRAM for Neuromorphic Systems

Zhao, M., Wu, H., Gao, B., Sun, X., Liu, Y., Yao, P., Xi, Y., Li, X., Zhang, Q., Wang, K., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 20.2.1-20.2.4 8614664. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

endurance
random access memory
Durability
Computer systems
analogs

Combining Dynamic and Static Attack Information for Attack Tracing and Event Correlation

Alshamrani, A., Chowdhary, A., Mjihil, O., Myneni, S. & Huang, D., Feb 20 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8647326. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

tracing
Tracing
attack
Attack
Intrusion detection

Continuous simulation optimization with model mismatch using Gaussian process regression

Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulation Optimization
Continuous Optimization
Gaussian Process
Fidelity
Regression

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

Copper release and transformation following natural weathering of nano-enabled pressure-treated lumber

Lankone, R. S., Challis, K., Pourzahedi, L., Durkin, D. P., Bi, Y., Wang, Y., Garland, M. A., Brown, F., Hristovski, K., Tanguay, R. L., Westerhoff, P., Lowry, G., Gilbertson, L. M., Ranville, J. & Fairbrother, D. H., Jun 10 2019, In : Science of the Total Environment. 668, p. 234-244 11 p.

Research output: Contribution to journalArticle

Lumber
Weathering
Copper
weathering
copper

Corrigendum: Neighborhood disadvantage is associated with actigraphy-assessed sleep continuity and short sleep duration (Sleep DOI: 10.1093/sleep/zsy140)

Troxel, W. M., Desantis, A., Richardson, A. S., Beckman, R., Ghosh-Dastidar, B., Nugroho, A., Hale, L., Buysse, D. J., Buman, M. & Dubowitz, T., Mar 19 2019, In : Sleep. 42, 3, zsy250.

Research output: Contribution to journalComment/debate

Open Access
Actigraphy
Lighting
Sleep
Weights and Measures
Wakefulness

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

Data Partitioning Scheme for Efficient Distributed RDF Querying Using Apache Spark

Hassan, M. & Bansal, S., Mar 11 2019, Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 24-31 8 p. 8665614. (Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric sparks
Processing
Data description
Fault tolerance
Information management

Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices

Lin, Y., Wu, H., Gao, B., Yao, P., Wu, W., Zhang, Q., Zhang, X., Li, X., Li, F., Lu, J., Li, G., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.4.1-3.4.4 8614483. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

random noise
Demonstrations
analogs
RRAM
Neural networks
1 Citation (Scopus)

Device and materials requirements for neuromorphic computing

Islam, R., Li, H., Chen, P. Y., Wan, W., Chen, H. Y., Gao, B., Wu, H., Yu, S., Saraswat, K. & Philip Wong, H. S., Jan 18 2019, In : Journal of Physics D: Applied Physics. 52, 11, 113001.

Research output: Contribution to journalReview article

Data storage equipment
requirements
chips (memory devices)
Pulse code modulation
endurance

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
1 Citation (Scopus)

Do sleep and psychological distress mediate the association between neighborhood factors and pain?

Holliday, S. B., Dubowitz, T., Ghosh-Dastidar, B., Beckman, R., Buysse, D., Hale, L., Buman, M. & Troxel, W., Feb 1 2019, In : Pain Medicine (United States). 20, 2, p. 278-289 12 p.

Research output: Contribution to journalArticle

Open Access
Sleep
Psychology
Pain
Vulnerable Populations
Crime

Effect of Thermally Induced Oxygen Vacancy of α-MnO 2 Nanorods toward Oxygen Reduction Reaction

Shi, X., Zheng, H., Mada Kannan, A., Pérez-Salcedo, K. & Escobar, B., Jan 1 2019, In : Inorganic Chemistry.

Research output: Contribution to journalArticle

Oxygen vacancies
Nanorods
nanorods
Oxygen
Electron energy loss spectroscopy

Effects of replacing sitting time with physical activity on lung function: An analysis of the Canadian Longitudinal Study on Aging

Dogra, S., Good, J., Gardiner, P. A., Copeland, J. L., Strickland, M. K., Rudoler, D. & Buman, M., Mar 20 2019, In : Health reports. 30, 3, p. 12-23 12 p.

Research output: Contribution to journalArticle

Longitudinal Studies
longitudinal study
Obstructive Lung Diseases
Exercise
Lung

Electricity power cost-aware scheduling of jobs on parallel batch processing machines

Rocholl, J., Mönch, L. & Fowler, J., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 3420-3431 12 p. 8632342. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Batch Processing Machine
Parallel Processing
Electricity
Linear programming
Scheduling

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

Evaluating sociotechnical dynamics in a simulated remotely-piloted aircraft system: a layered dynamics approach

Gorman, J. C., Demir, M., Cooke, N. & Grimm, D. A., Jan 1 2019, In : Ergonomics.

Research output: Contribution to journalArticle

Aircraft
aircraft
reorganization
Analysis of variance (ANOVA)
Systems Analysis

Evaluation of Instructional Module Development System

Raj, V., Goulet, P. & Bansal, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659063. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

system development
evaluation
instructor
Testing
Taxonomies

Exploiting Hybrid Precision for Training and Inference: A 2T-1FeFET Based Analog Synaptic Weight Cell

Sun, X., Wang, P., Ni, K., Datta, S. & Yu, S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.1.1-3.1.4 8614611. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

inference
education
Ferroelectric materials
analogs
Field effect transistors

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

Fake News: Fundamental theories, detection strategies and challenges

Zhou, X., Zafarani, R., Shu, K. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 836-837 2 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information science
Social sciences
Information retrieval
Computer science
Data mining

FakeNewsTracker: a tool for fake news collection, detection, and visualization

Shu, K., Mahudeswaran, D. & Liu, H., Mar 1 2019, In : Computational and Mathematical Organization Theory. 25, 1, p. 60-71 12 p.

Research output: Contribution to journalArticle

Social Media
Visualization
Costs
Propagation
Predict

Foreword

Kantarcioglu, M., Krishnan, R., Thuraisingham, B. & Ahn, G-J., Mar 13 2019, In : CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. p. III

Research output: Contribution to journalEditorial

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

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

IEEE ICSC 2019: Message from the Program Chairs

Bansal, S., Bloodgood, M. & Persia, F., Mar 11 2019, In : Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019. p. xvi-xvii 8665545.

Research output: Contribution to journalEditorial

Crystallization
Metallizing
crystallization
Radiation
dosage

Improving robustness of random forest under label noise

Zhou, X., Ding, P. L. K. & Li, B., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 950-958 9 p. 8658395. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Learning systems
Labeling
Computer vision
Experiments

Improving student learning performance in a virtual hands-on lab system in cybersecurity education

Zeng, Z., Deng, Y., Hsiao, I., Huang, D. & Chung, C. J., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658855. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

learning performance
Education
Students
learning
education

ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

Wu, J., He, J. & Liu, Y., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8622603. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Accidents
Sampling
Air traffic control
Electric network analysis
Labels

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

Interactive anomaly detection on attributed networks

Ding, K., Li, J. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 357-365 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection
Labeling
Failure analysis
Costs
Experiments
Built-in self test
Time measurement
Signal to noise ratio
Specifications

Learn2Sign: Explainable AI for sign language learning

Paudyal, P., Lee, J., Kamzin, A., Soudki, M., Banerjee, A. & Gupta, S., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

Feedback
Learning systems