Northwestern University

  • United States

Research Output 1948 2019

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Conference contribution
2019

19.4 An Adaptive Clock Management Scheme Exploiting Instruction-Based Dynamic Timing Slack for a General-Purpose Graphics Processor Unit with Deep Pipeline and Out-of-Order Execution

Jia, T., Joseph, R. & Gu, J., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 318-320 3 p. 8662389. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

Clocks
Pipelines
Error detection
Program processors
Networks (circuits)

19.7 A Scalable Pipelined Time-Domain DTW Engine for Time-Series Classification Using Multibit Time Flip-Flops with 140Giga-Cell-Updates/s Throughput

Chen, Z. & Gu, J., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 324-326 3 p. 8662340. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

Flip flop circuits
Time series
Throughput
Engines
DNA

A new framework for parallel ranking & selection using an adaptive standard

Pei, L., Nelson, B. L. & Hunter, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2201-2212 12 p. 8632457. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Simulation Optimization
Parallel processing systems
Parallel Computing
Ranking
Optimization Problem

A Team Based Player Versus Player Recommender Systems Framework for Player Improvement

Joshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Ravari, Y. N., Klabjan, D., Sifa, R., Parsaeian, A., Drachen, A. & Demediuk, S., Jan 29 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. Association for Computing Machinery, a45. (ACM International Conference Proceeding Series).

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

Recommender systems
Cluster analysis

Bayesian Complex Network Community Detection Using Nonparametric Topic Model

Zhu, R. & Jiang, W., Jan 1 2019, Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2018. Lambiotte, R., Rocha, L. M., Lió, P., Cherifi, H., Aiello, L. M. & Cherifi, C. (eds.). Springer Verlag, p. 280-291 12 p. (Studies in Computational Intelligence; vol. 812).

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

Complex networks
Experiments

BESAT: Behavioral SAT-based attack on cyclic logic encryption

Shen, Y., Li, Y., Rezaei, A., Kong, S., Dlott, D. & Zhou, H., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 657-662 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Cryptography
Networks (circuits)
Feedback
Structural analysis
Hardware security

Better input modeling via model averaging

Jiang, W. X. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1575-1586 12 p. 8632239. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Model Averaging
Modeling
Mixture Distribution
Tail Behavior
Probability Space

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M. E., Starren, J. B., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. G. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Phenotype
Electronic Health Records
Proxy
Macros
Learning systems

Communication-Efficient Parallelization Strategy for Deep Convolutional Neural Network Training

Lee, S., Agrawal, A., Balaprakash, P., Choudhary, A. N. & Liao, W-K., Feb 8 2019, Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 47-56 10 p. 8638635. (Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

Neural networks
Communication
Supercomputers
Synchronization
Costs

CyCsat-unresolvable cyclic logic encryption using unreachable states

Rezaei, A., Li, Y., Shen, Y., Kong, S. & Zhou, H., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 394-399 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Cryptography
Foundries
Feedback
Networks (circuits)
Costs

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

Mao, C., Yao, L., Pan, Y., Luo, Y. & Zeng, Z., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1209-1214 6 p. 8621107. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Thoracic Diseases
Classifiers
Thorax
X-Rays
X rays

Design Automation for Intelligent Automotive Systems

Lan, S., Huang, C., Wang, Z., Liang, H., Su, W. & Zhu, Q., Jan 23 2019, International Test Conference 2018, ITC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8624723. (Proceedings - International Test Conference; vol. 2018-October).

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

Design Automation
Automation
Metric unit
Driver Assistance
Autonomous Vehicles

Dynamic price discrimination in demand response market: A bilevel game theoretical model

Xiang, D. & Wei, E., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 951-955 5 p. 8646567. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Energy utilization
Costs
Dynamic response
Electricity
Computer simulation
1 Citation (Scopus)

Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes

Li, Y., Yao, L., Mao, C., Srivastava, A., Jiang, X. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 683-686 4 p. 8621574. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Critical Care
Acute Kidney Injury
Intensive care units
Critical Illness
Supervised learning

Estimating caloric intake in bedridden hospital patients with audio and neck-worn sensors

Zhang, S., Nguyen, D., Zhang, G., Xu, R., Maglaveras, N. & Alshurafa, N., Feb 21 2019, Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018).

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

Energy Intake
Neck
food
Food
Sensors

Gradient based criteria for sequential design

Erickson, C. B., Ankenman, B. E., Plumlee, M. & Sanchez, S. M., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 467-478 12 p. 8632546. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Sequential Design
Response Surface
Simulation Experiment
Entire
Gradient

Holistic Energy Management with μprocessor Co-Optimization in Fully Integrated Battery-Less IoTs

Hester, J. D., Jia, T. & Gu, J., Jan 17 2019, Proceedings - 31st IEEE International System on Chip Conference, SOCC 2018. Stan, M., Sridhar, R., Bhatia, K., Alioto, M. & Li, H. (eds.). IEEE Computer Society, p. 61-66 6 p. 8618523. (International System on Chip Conference; vol. 2018-September).

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

Energy harvesting
Energy management
Microprocessor chips
Voltage regulators
Harvesters

Identification of deformation mechanisms in biomaterials through AFM and digital image correlation

Espinosa, H. D., Jan 1 2019, Advancement of Optical Methods and DigitalImage Correlation in Experimental Mechanics - Proceedings of the 2018 Annual Conference on Experimentaland Applied Mechanics. Furlong, C., Lamberti, L., Sciammarella, C., Sutton, M. A., Reu, P. L. & Lin, M-T. (eds.). Springer New York LLC, p. 89-93 5 p. (Conference Proceedings of the Society for Experimental Mechanics Series; vol. 12).

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

Biomaterials
Fracture testing
Toughening
Biological materials
Toughness
1 Citation (Scopus)

Implementing a Portable Clinical NLP System with a Common Data Model - A Lisp Perspective

Luo, Y. & Szolovits, P., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 461-466 6 p. 8621521. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Unified Medical Language System
Search Engine
Semantics
Information Systems
Data structures

Initial Access and Beamforming in Multi-cell mmWave Networks Using Narrowband Pilots

Zhou, H., Guo, D. & Honig, M. L., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 582-586 5 p. 8645144. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Maximum likelihood estimation
Beamforming
Millimeter waves
Mobile devices
Fast Fourier transforms

Integration of burst buffer in high-level parallel I/O library for exa-scale computing era

Hou, K., Al-Bahrani, R., Rangel, E., Agrawal, A., Latham, R., Ross, R., Choudhary, A. N. & Liao, W-K., Feb 8 2019, Proceedings of PDSW-DISCS 2018: 3rd Joint International Workshop on Parallel Data Storage and Data Intensive Scalable Computing Systems, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 1-12 12 p. 8638428. (Proceedings of PDSW-DISCS 2018: 3rd Joint International Workshop on Parallel Data Storage and Data Intensive Scalable Computing Systems, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

Supercomputers
Computer systems
Agglomeration

Lightweight grammatical annotation in the TEI: New perspectives

Bański, P., Haaf, S. & Mueller, M., Jan 1 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1795-1802 8 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

linguistics
Annotation
interest group
lack
resources

Linking thermal history to mechanical behavior in directed energy deposited materials

Cao, J., Jan 1 2019, Mechanics of Additive and Advanced Manufacturing, Volume 8 - Proceedings of the 2018 Annual Conference on Experimental and Applied Mechanics. Jin, H., Kramer, S., Carroll, J., Beese, A. M. & Jordan, J. L. (eds.). Springer New York LLC, p. 97-98 2 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

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

3D printers
Solidification
Infrared radiation
Pyrometers
Synchrotrons

Minimizing Thermal Variation in Heterogeneous HPC Systems with FPGA Nodes

Luo, Y., Wang, X., Memik, S. O., Memik, G., Yoshii, K. & Beckman, P., Jan 16 2019, Proceedings - 2018 IEEE 36th International Conference on Computer Design, ICCD 2018. Institute of Electrical and Electronics Engineers Inc., p. 537-544 8 p. 8615736. (Proceedings - 2018 IEEE 36th International Conference on Computer Design, ICCD 2018).

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

Field programmable gate arrays (FPGA)
Particle accelerators
Learning systems
Hot Temperature
Cooling

Multi-fidelity simulation optimisation for airline disruption management

Rhodes-Leader, L., Worthington, D. J., Nelson, B. L. & Onggo, B. S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2179-2190 12 p. 8632329. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Simulation Optimization
Fidelity
Schedule
Large Solutions
Trust Region

Networking strategies and efficiency in human communication networks

Tanaka, K. & Horvat, E-A., Jan 1 2019, Complex Networks and Their Applications VII - Volume 2 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018. Aiello, L. M., Cherifi, H., Lió, P., Rocha, L. M., Cherifi, C. & Lambiotte, R. (eds.). Springer Verlag, p. 258-270 13 p. (Studies in Computational Intelligence; vol. 813).

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

Telecommunication networks
Information theory
Heterogeneous networks
Communication
Computer simulation

Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation

Han, D., Agrawal, A., Liao, W-K. & Choudhary, A. N., 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. 305-312 8 p. 8622258. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Electric sparks
Parallel algorithms
Scalability
Merging
Processing

Pipelines and their compositions for modeling and analysis of controlled online networked social science experiments

Cedeno-Mieles, V., Hu, Z., Deng, X., Contractor, N., Ren, Y., Ekanayake, S., Goode, B. J., Kuhlman, C. J., Machi, D., Marathe, M. V., Mortveit, H. H., Ramakrishnan, N., Saraf, P., Self, N., Epstein, J. M. & Macy, M. W., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 774-785 12 p. 8632478. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Social sciences
Social Sciences
Pipelines
Chemical analysis
Modeling

Plausible optima

Plumlee, M. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1981-1992 12 p. 8632297. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Function Space
Confidence
Screening
Lipschitz
Optimality

Price and Capacity Competition for EV parking with Government Mandates

Badia, B., Berry, R. A. & Wei, E., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 583-589 7 p. 8635835. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

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

Electric Vehicle
Parking
Electric vehicles
Driver
Infrastructure

Quantized Dominant Strategy Mechanisms with Constrained Marginal Valuations

Ge, H. & Berry, R. A., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 590-595 6 p. 8635997. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

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

Valuation
Communication
Incentive Compatibility
Mechanism Design
Resources

R-Accelerator: A Reconfigurable Accelerator with RRAM Based Logic Contraction and Resource Optimization for Application Specific Computing

Chen, Z., Zhou, H. & Gu, J., Jan 16 2019, Proceedings - 2018 IEEE 36th International Conference on Computer Design, ICCD 2018. Institute of Electrical and Electronics Engineers Inc., p. 163-170 8 p. 8615684. (Proceedings - 2018 IEEE 36th International Conference on Computer Design, ICCD 2018).

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

Particle accelerators
Logic circuits
Resource allocation
RRAM

Research on Engineering Practice: Catalyzing a Scholarly Community

Brunhaver, S. R., Jesiek, B. K., Strong, A. C., Korte, R. & Stevens, R., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658964. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

engineering
community
Engineering education
engineer
Engineers

Scaling up your web experience, everywhere

Newman, J., Belson, R. & Bustamante, F. E., Feb 22 2019, HotMobile 2019 - Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. Association for Computing Machinery, Inc, p. 87-92 6 p. 3302368. (HotMobile 2019 - Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications).

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

Open Access
Websites
World Wide Web
Experiments

SDNKeeper: Lightweight Resource Protection and Management System for SDN-Based Cloud

Leng, X., Hou, K., Chen, Y., Bu, K. & Song, L., Jan 22 2019, 2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018. Institute of Electrical and Electronics Engineers Inc., 8624135. (2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018).

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

Computer systems
Network management
Access control
Throughput
Control systems

Simulation of dissolved oxygen- and ammonia-based aeration control strategies in a mainstream deammonification biofilm process

Rosenthal, A., Schraa, O., Rieger, L., Zhang, H., Kozak, J., Yang, F., Roots, P. & Wells, G., Jan 1 2019, 91st Annual Water Environment Federation Technical Exhibition and Conference, WEFTEC 2018. Water Environment Federation, p. 5238-5247 10 p.

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

Biofilms
Dissolved oxygen
Ammonia
aeration
biofilm

Spatial ability for university biology education

Castro-Alonso, J. C. & Uttal, D. H., Jan 1 2019, Advances in Human Factors in Training, Education, and Learning Sciences - Proceedings of the AHFE 2018 International Conference on Human Factors in Training, Education, and Learning Sciences, 2018. Polak-Sopinska, A., Nazir, S. & Teperi, A-M. (eds.). Springer Verlag, p. 283-291 9 p. (Advances in Intelligent Systems and Computing; vol. 785).

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

Education
Visualization
Experiments

Superlinear Convergence Using Controls Based on Second-Order Needle Variations

Mamakoukas, G., MacIver, M. A. & Murphey, T. D., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4301-4308 8 p. 8619405. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Superlinear Convergence
Needles
First-order
Controller
Nonlinear Alternative

Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk

Chao, G., Mao, C., Wang, F., Zhao, Y. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1189-1194 6 p. 8621403. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Intensive care units
Factorization
Mortality
Logistics
Time series

Unbiased metamodeling via likelihood ratios

Dong, J., Ben Feng, M. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1778-1789 12 p. 8632506. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Metamodeling
Likelihood Ratio
Metamodel
Prediction
Stochastic Simulation

Uniform convergence of sample average approximation with adaptive multiple importance sampling

Ben Feng, M., Maggiar, A., Staum, J. & Waechter, A., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1646-1657 12 p. 8632370. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Sample Average Approximation
Importance sampling
Importance Sampling
Uniform convergence
Uniform Law of Large numbers

Utilizing Natural Language Processing (NLP) to Evaluate Engagement in Project-Based Learning

Lee, S. P., Perez, M. R., Worsley, M. A. B. & Burgess, B. D., Jan 16 2019, Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018. Lee, M. J. W., Nikolic, S., Wong, G. K. W., Shen, J., Ros, M., Lei, L. C. U. & Venkatarayalu, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1146-1149 4 p. 8615395. (Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018).

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

Students
Processing
language
classroom
learning
2018
4 Citations (Scopus)

(Dis)Engagement matters: Identifying efficacious learning practices with multimodal learning analytics

Worsley, M. A. B., Mar 7 2018, Proceedings of the 8th International Conference on Learning Analytics and Knowledge: Towards User-Centred Learning Analytics, LAK 2018. Association for Computing Machinery, p. 365-369 5 p.

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

Students
Decision trees
Education
Image coding
Learning systems

3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing

Yoo, S., Ruiz, P., Huang, X., He, K., Ferrier, N. J., Hereld, M., Selewa, A., Daddysman, M., Scherer, N. F., Cossairt, O. S. & Katsaggelos, A. K., 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE

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

Open Access
Image reconstruction
Microscopes
Processing
2 Citations (Scopus)

3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing

Yoo, S., Ruiz, P., Huang, X., He, K., Ferrier, N. J., Hereld, M., Selewa, A., Daddysman, M., Scherer, N., Cossairt, O. S. & Katsaggelos, A. K., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1453-1457 5 p. 8462234. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

Image reconstruction
Microscopes
Processing

50 GHz electro-optic modulators with BaTiO3 epitaxial thin film platform for short distance optical communications

Liu, Z., Girouard, P., Chen, P., Jeong, Y. K., Ho, S-T. & Wessels, B. W., Jan 3 2018, 2017 5th Berkeley Symposium on Energy Efficient Electronic Systems, E3S 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-3 3 p.

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

Light modulators
Epitaxial films
Optical communication
Electrooptical effects
Modulators
3 Citations (Scopus)

A comparative investigation of approximate attacks on logic encryptions

Shen, Y., Rezaei, A. & Zhou, H., Feb 20 2018, ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 271-276 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2018-January).

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

Cryptography
Computer hardware
Sampling
Networks (circuits)

Across-Day Lower Limb Pattern Recognition Performance of a Powered Knee-Ankle Prosthesis

Simon, A., Seyforth, E. A. & Hargrove, L. J., Oct 9 2018, BIOROB 2018 - 7th IEEE International Conference on Biomedical Robotics and Biomechatronics. IEEE Computer Society, p. 242-247 6 p. 8487836. (Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics; vol. 2018-August).

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

Knee prostheses
Stairs
Pattern recognition
Prosthetics
Switches

Action recognition from skeleton data via analogical generalization over qualitative representations

Chen, K. & Forbus, K. D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 638-645 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Learning systems
Feature extraction
Pipelines

Action Recognition From Skeleton Data via Analogical Generalization Over Qualitative Representations

Chen, K. & Forbus, K. D., 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018. McIlraith, S. A. & Weinberger, K. Q. (eds.). AAAI Press

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

Feature extraction
Pipelines