Research Output 1982 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

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 othersSharma, 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

Adaptive MTD Security using Markov Game Modeling

Chowdhary, A., Sengupta, S., Alshamrani, A., Huang, D. & Sabur, A., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 577-581 5 p. 8685647. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Intrusion detection
Monitoring
Costs

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

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

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 high-level modeling and simulation approach using test-driven cellular automata for fast performance analysis of RTL NoC designs

Gi Seok, M., Sarjoughian, H. & Park, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 420-425 6 p.

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

Cellular automata
Computer hardware description languages
Network-on-chip

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

An integrated framework to develop domain-specific languages: Extended case study

Zarrin, B., Baumeister, H. & Sarjoughian, H., Jan 1 2019, Model-Driven Engineering and Software Development - 6th International Conference, MODELSWARD 2018, Revised Selected Papers. Pires, L. F., Selic, B. & Hammoudi, S. (eds.). Springer Verlag, p. 159-184 26 p. (Communications in Computer and Information Science; vol. 991).

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

DSL
Domain-specific Languages
Semantics
Specification
Specification Languages

A novel graph analytic approach to monitor terrorist networks

Basu, K., Zhou, C., Sen, A. & Goliber, V. H., Mar 20 2019, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. Chen, J. & Yang, L. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1159-1166 8 p. 8672351. (Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018).

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

Law enforcement
Planning
Monitoring
Terrorism
Personnel

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

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

Bootkeeper: Validating software integrity properties on boot firmware images

Chevalier, R., Cristalli, S., Hauser, C., Shoshitaishvili, Y., Wang, R., Kruegel, C., Vigna, G., Bruschi, D. & Lanzi, A., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 315-325 11 p. (CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy).

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

Open Access
Firmware
Static analysis
Specifications

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

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

Computing by programmable particles

Daymude, J. J., Hinnenthal, K., Richa, A. & Scheideler, C., Jan 1 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 615-681 67 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11340 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

Synthetic Biology
Shape Recognition
Self-organizing Systems
Computing
Object recognition

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

Corrigendum: Large-scale neuromorphic spiking array processors: A quest to mimic the brain (Frontiers in Neuroscience (2018) 12 (891) DOI: 10.3389/fnins.2018.00891)

Thakur, C. S., Molin, J. L., Cauwenberghs, G., Indiveri, G., Kumar, K., Qiao, N., Schemmel, J., Wang, R., Chicca, E., Hasler, J. O., Seo, J., Yu, S., Cao, Y., Van Schaik, A. & Etienne-Cummings, R., Jan 1 2019, In : Frontiers in Neuroscience. 13, JAN, 991.

Research output: Contribution to journalComment/debate

Open Access
Neurosciences
Neurons
Neuronal Plasticity
Brain
corrigendum

Co-simulation of hardware RTL and software system using FMI

Quraishi, M. H., Sarjoughian, H. & Gholami, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 572-583 12 p. 8632395. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Co-simulation
Software System
Hardware
Software
Simulator

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

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

Design space exploration of ovonic threshold switch (OTS) for sub-threshold read operation in cross-point memory arrays

Woo, J. & Yu, S., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702296. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Switches
Data storage equipment
Networks (circuits)
SPICE
Threshold voltage
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

Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area: A hybrid approach

Alvi, M. S. Q., Mahmood, I., Javed, F., Malik, A. W. & Sarjoughian, H., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2411-2422 12 p. 8632309. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Behavioral Modeling
Urban Areas
Dynamic Modeling
Hybrid Approach
Water

Effectiveness of Reflection on Programming Problem Solving Self-Assessments

Alzaid, M. & Hsiao, I., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659245. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

self-assessment
programming
Students
student
subjectivity

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

Evaluation of Single Event Effects in SRAM and RRAM Based Neuromorphic Computing System for Inference

Ye, Z., Liu, R., Barnaby, H. & Yu, S., May 22 2019, 2019 IEEE International Reliability Physics Symposium, IRPS 2019. Institute of Electrical and Electronics Engineers Inc., 8720490. (IEEE International Reliability Physics Symposium Proceedings; vol. 2019-March).

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

Radiation hardening
Character recognition
Static random access storage
SPICE
Multilayer neural networks

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

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 programming semantic analytics with deep learning models

Lu, Y. & Hsiao, I., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 155-159 5 p. (ACM International Conference Proceeding Series).

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

Computer programming
Semantics
Learning algorithms
Learning systems
Deep learning

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

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

Gray-box adversarial testing for control systems with machine learning components

Yaghoubi, S. & Fainekos, G., Apr 16 2019, HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control. Association for Computing Machinery, Inc, p. 179-184 6 p. (HSCC 2019 - Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control).

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

Learning systems
Neural networks
Control systems
Closed loop control systems
Controllers

Health monitoring of critical power system equipments using identifying codes

Basu, K., Padhee, M., Roy, S., Pal, A., Sen, A., Rhodes, M. & Keel, B., Jan 1 2019, Critical Information Infrastructures Security - 13th International Conference, CRITIS 2018, Revised Selected Papers. Luiijf, E., Žutautaitė, I. & Hämmerli, B. M. (eds.). Springer Verlag, p. 29-41 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11260 LNCS).

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

Identifying Code
Power transformers
Health Monitoring
Power System
Transformer

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

ICORe: Continuous and proactive extrospection on multi-core IoT devices

Zhang, P., Cho, H., Zhao, Z., Doupe, A. & Ahn, G-J., Jan 1 2019, p. 851-860. 10 p.

Research output: Contribution to conferencePaper

Monitoring
Visibility
Data storage equipment
Degradation
Internet of things

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