Office of the Vice Chancellor for Research

Research Output 1969 2020

Filter
Conference contribution
2020

Should the Environment Be a Human Factor?

Ruecker, S., Grisales, C., Capozzo, J. A., De La Rosa, J. A., Derksen, G., Ferronato, P. B., Sehn, T. C. & Shin, S. S., Jan 1 2020, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE International Conference on Interdisciplinary Practice in Industrial Design, 2019. Shin, C. S. (ed.). Springer-Verlag, p. 233-239 7 p. (Advances in Intelligent Systems and Computing; vol. 968).

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

2019

A 27-band snapshot hyperspectral imaging system for label-free tumor detection during image-guided surgery

Blair, S., Garcia, M., Konopka, C., Dobrucki, W. & Gruev, V., Jan 1 2019, Label-Free Biomedical Imaging and Sensing, LBIS 2019. Hayden, O. & Shaked, N. T. (eds.). SPIE, 108900G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10890).

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

Computer-Assisted Surgery
surgery
Imaging systems
Surgery
Labels

A Bottom-Up Design Model for Improving Efficiency of Transit System

Li, J., Zhao, R., Li, M. & Ouyang, Y., Feb 13 2019, 4th IEEE International Conference on Universal Village 2018, UV 2018. Institute of Electrical and Electronics Engineers Inc., 8642126. (4th IEEE International Conference on Universal Village 2018, UV 2018).

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

Travel time
transit
travel
efficiency
travel time

Accelerating Scientific Applications on Heterogeneous Systems with HybridOMP

Diener, M., Bodony, D. J. & Kale, L. V., Jan 1 2019, High Performance Computing for Computational Science – VECPAR 2018 - 13th International Conference, Revised Selected Papers. Gil-Costa, V., Senger, H., Marques, O., Garcia, R., de Brito, T. P., Iope, R. & Stanzani, S. (eds.). Springer-Verlag, p. 174-187 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11333 LNCS).

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

Heterogeneous Systems
Accelerator
Particle accelerators
OpenMP
Concurrent

AcMC 2: Accelerated Markov Chain Monte Carlo for Probabilistic Models

Banerjee, S. S., Kalbarczyk, Z. T. & Iyer, R. K., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 515-528 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access
Markov processes
Particle accelerators
Program processors
Field programmable gate arrays (FPGA)
Application specific integrated circuits

A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection

Saboo, K. V., Varatharajah, Y., Berry, B. M., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Gross, R. E., Lega, B., Sheth, S. A., Kahana, M. J., Kucewicz, M. T., Worrell, G. A. & Iyer, R. K., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 323-327 5 p. 8717057. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Electroencephalography
Learning systems
Data storage equipment
Electrodes
Set theory

A Container-based DoS Attack-Resilient Control Framework for Real-Time UAV Systems

Chen, J., Feng, Z., Wen, J. Y., Liu, B. & Sha, L. R., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1222-1227 6 p. 8714888. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

Denial of Service
Unmanned aerial vehicles (UAV)
Container
Containers
Attack

Adaptive Control using Gaussian-Process with Model Reference Generative Network

Joshi, G. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 237-243 7 p. 8619431. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Model reference adaptive control
Model Reference Adaptive Control
Gaussian Model
Reference Model
Gaussian Process

Affect sequences and learning in Betty's brain

Andres, J. M. A. L., Paquette, L., Ocumpaugh, J., Jiang, Y., Baker, R. S., Karumbaiah, S., Slater, S., Bosch, N., Munshi, A., Moore, A. & Biswas, G., 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. 383-390 8 p. (ACM International Conference Proceeding Series).

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

Brain
Students
Learning systems
Education
Systems analysis

AliCo: A New Efficient Representation for SAM Files

Ochoa-Alvarez, I., Li, H., Baumgarte, F., Hergenrother, C., Voges, J. & Hernaez, M., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Serra-Sagrista, J. & Marcellin, M. W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 93-102 10 p. 8712770. (Data Compression Conference Proceedings; vol. 2019-March).

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

Compressors
Genes
Information use
Throughput
Processing

Aluminum: An Asynchronous, GPU-Aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC Systems

Dryden, N., Maruyama, N., Moon, T., Benson, T., Yoo, A., Snir, M. & Van Essen, B., 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. 1-13 13 p. 8638639. (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

Aluminum
Communication
Bandwidth
Graphics processing unit
Deep neural networks

A morphological analyzer for St. Lawrence Island / Central Siberian Yupik

Chen, E. & Schwartz, L. O., 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. 2623-2630 8 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

grammar
language
phonology
documentation
Russia

A Multirate Adaptive Control for MIMO Systems with Application to Cyber-Physical Security

Jafarnejadsani, H., Lee, H., Hovakimyan, N. & Voulgaris, P. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6620-6625 6 p. 8619570. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Adaptive Control
Controller
Controllers
Output
Attack

An adaptive non-blocking GVT algorithm

Mikida, E. & Kale, L. V., May 29 2019, SIGSIM-PADS 2019 - Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. Association for Computing Machinery, Inc, p. 25-36 12 p. (SIGSIM-PADS 2019 - Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation).

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

Discrete event simulation
Simulation
Tuning
Data storage equipment
Parallel Discrete Event Simulation

Analysis and modeling of collaborative execution strategies for heterogeneous CPU-FPGA architectures

Huang, S., De Gonzalo, S. G., El-Hadedy, M., Chang, L. W., Gómez-Luna, J., Milojicic, D., El Hajj, I., Chalamalasetti, S. R., Mutlu, O., Chen, D. & Hwu, W-M. W., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 79-90 12 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Program processors
Field programmable gate arrays (FPGA)
Particle accelerators
Data storage equipment
Computer programming languages

Anodized/etched and dis treated ti surfaces to promote bone formation

Mesa, A., Montes, R., Patiño, E., Alzate, J. F., Civantos, A., Balcázar, N., Pavón, J. J. & Allain, J. P., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Osteogenesis
Bone Morphogenetic Protein 2
Bone
Titanium
Hazardous Waste

Aspect-based sentiment analysis with minimal guidance

Zhuang, H., Hanratty, T. & Han, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 253-261 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Seed
Experiments

Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs

Gonzalo, S. G. D., Huang, S., Gomez-Luna, J., Hammond, S., Mutlu, O. & Hwu, W-M. W., Mar 5 2019, CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization. Moseley, T., Jimborean, A. & Kandemir, M. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 73-84 12 p. 8661187. (CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization).

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

Portability
Shuffle
Hardware
Domain-specific Languages
Programming

Availability attacks on computing systems through alteration of environmental control: Smart malware approach

Chung, K., Kalbarczyk, Z. T. & Iyer, R. K., Apr 16 2019, ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, p. 1-12 12 p. (ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems).

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

Availability
Cyber Physical System
Malware
Industry

Best practices and lessons from deploying and operating a sustained-petascale system: The blue waters experience

Bauer, G. H., Bode, B., Enos, J. J., Kramer, W. T., Lathrop, S., Mendes, C. L. & Sisneros, R. R., Mar 11 2019, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. Institute of Electrical and Electronics Engineers Inc., p. 673-684 12 p. 8665815. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

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

Best Practice
Water
Education
Leadership
Computing

Biomimetic triphasic scaffolds for osteotendinous junction regeneration

Sun Han Chang, R. A., Lee, C. W., Rogers, S. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Biomimetics
Tendons
Scaffolds (biology)
Regeneration
Hydrogel

Blended Shared Control with Subgoal Adjustment

Jin, Z., Pagilla, P., Maske, H. & Chowdhary, G., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2724-2729 6 p. 8616461. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

Social Adjustment
Task Performance and Analysis
Excavators
Efficiency
Weights and Measures

BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments

Nguyen, P., Elgamal, T., Konstanty, S., Nicholson, T., Turner, S., Su, P., Nahrstedt, K., Spila, T., Campbell, R. H., Dallesasse, J. M., Chan, M. & McHenry, K. G., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 692-696 5 p. 8685528. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Aging of materials
Network performance
Metadata
Semiconductor materials
Fabrication

Business-to-Peer Carsharing Systems with Electric Vehicles

Mamalis, T., Bose, S. & Varshney, L. R., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692795. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

Electric vehicles
Industry
Railroad cars
Costs

Categorization and Comparison of Influential Twitter Users and Sources Referenced in Tweets for Two Health-Related Topics

Addawood, A., Balakumar, P. & Diesner, J., Jan 1 2019, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings. Martin, M. H., Taylor, N. G., Nardi, B. & Christian-Lamb, C. (eds.). Springer-Verlag, p. 639-646 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11420 LNCS).

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

Categorization
Websites
Health
Vaccines
Nutrition

Clustered monotone transforms for rating factorization

Hiranandani, G., Koyejo, O. O., Somani, R. & Acharyya, S., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 132-140 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

Factorization
Recommender systems
Mathematical transformations

Compression of Nanopore FASTQ Files

Dufort y Álvarez, G., Seroussi, G., Smircich, P., Sotelo, J., Ochoa-Alvarez, I. & Martín, Á., Jan 1 2019, Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Proceedings. Ortuño, F., Valenzuela, O., Rojas, I., Rojas, F. & Ortuño, F. (eds.). Springer-Verlag, p. 36-47 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11465 LNBI).

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

Nanopore
Nanopores
Compressor
Compressors
Compaction

Constructing structured information networks from massive text corpora

Ren, X., Jiang, M., Shang, J. & Han, J., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 951-954 4 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

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

Data mining

Deepening e-learning through social-collaborative intelligence

Montebello, M., Cope, W., Kalantzis, M., Amina, T., Searsmith, D., Tzirides, A. & Haniya, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658779. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Digital storage
Knowledge representation
electronic learning
intelligence
Education

DeepZip: Lossless Data Compression Using Recurrent Neural Networks

Goyal, M., Tatwawadi, K., Chandak, S. & Ochoa-Alvarez, I., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Serra-Sagrista, J. & Marcellin, M. W. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 8712659. (Data Compression Conference Proceedings; vol. 2019-March).

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

Recurrent neural networks
Data compression
Neural networks
Compressors
Processing

Developing a spatially-defined biomaterial model of the glioblastoma perivascular niche

Hunter, C., Ngo, M. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Biocompatible Materials
Glioblastoma
Biomaterials
Tumors
Neoplasms

Development of a biomaterial model of the decidualized endometrium

Zambuto, S. G. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Biocompatible Materials
Endometrium
Biomaterials
Hydrogel
Stromal Cells

Dissecting the influences of combinatorial microenvironments on hepatic stellate cell phenotype and behavior

Jain, I., Brougham-Cook, A., Kukla, D., Khetani, S. & Underhill, G. H., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Hepatic Stellate Cells
Phenotype
Liver
Fibrosis
Mechanical Phenomena

Efficient organic-inorganic hybrid white light-emitting diodes with high color rendering index

Chen, K. J., Lai, Y. C., Lin, C., Lin, C. C., Chiu, S. H., Tu, Z. Y., Shih, M. H., Yu, P., Lee, P. T., Li, X., Meng, H. F., Chi, G. C., Chen, T. M. & Kuo, H. C., Jan 1 2019, Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015. Optical Society of America (OSA), (Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015).

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

Light emitting diodes
Color

Electroconductive oxide ceramics with graphene-encapsulated fillers

Hussainova, I., Drozdova, M., Ivanov, R., Kale, S. & Jasiuk, I. M., Jan 1 2019, Ceramic Engineering and Science Proceedings. Mechnich, P., Koch, D., Kusnezoff, M., LaSalvia, J., Salem, J., Balaya, P., Fu, Z., Bansal, N. & Ohji, T. (eds.). 2 ed. American Ceramic Society, p. 251-258 8 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 2).

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

Graphite
Aluminum Oxide
Oxides
Graphene
Fillers

End-To-End Source Separation with Adaptive Front-Ends

Venkataramani, S., Casebeer, J. & Smaragdis, P., 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. 684-688 5 p. 8645535. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Source separation
Neural networks
Inverse transforms
Cost functions
Learning systems

Evaluating characteristics of CUDA communication primitives on high-bandwidth interconnects

Pearson, C., Dakkak, A., Hashash, S., Li, C., Chung, I. H., Xiong, J. & Hwu, W-M. W., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 209-218 10 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Open Access
Data transfer
Bandwidth
Program processors
Communication
Data storage equipment

Evaluation of immune response of macrophages using bioactive nanotopography surfaces on titanium alloy (Ti6al4v) designed by directed irradiation synthesis

Civantos, A., Restrepo, A. M., Jaramillo, C., Barnwell, A., Shetty, A. & Allain, J. P., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Macrophages
Titanium
Titanium alloys
Irradiation
Phenotype

Every university should have a computer-based testing facility

Zilles, C., West, M., Herman, G. L. & Bretl, T. W., Jan 1 2019, CSEDU 2019 - Proceedings of the 11th International Conference on Computer Supported Education. Zvacek, S., Lane, H. & Uhomoibhi, J. (eds.). SciTePress, p. 414-420 7 p. (CSEDU 2019 - Proceedings of the 11th International Conference on Computer Supported Education; vol. 1).

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

semester
university
Testing
Students
costs

Examination of the effectiveness of a criteria-based team formation tool

Alamri, A. A. & Bailey, B. P., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658483. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Students
examination
instructor
student
work style

Exploiting biomaterial-modulated secretome production in artificial stem cell niches

Gilchrist, A. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Artificial Cells
Stem Cell Niche
Biocompatible Materials
Hematopoietic Stem Cells
Stem cells

Exploiting Knowledge Graph to Improve Text-based Prediction

Jiang, S., Zhai, C. & Mei, Q., 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. 1407-1416 10 p. 8622123. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Supervised learning
Sensors
Decision making
Semantics
Big data

Figure retrieval from collections of research articles

Kuzi, S. & Zhai, C., Jan 1 2019, Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Proceedings. Fuhr, N., Azzopardi, L., Stein, B., Hauff, C., Mayr, P. & Hiemstra, D. (eds.). Springer-Verlag, p. 696-710 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11437 LNCS).

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

Figure
Retrieval
Query
Unit

FIS: Facial Information Segmentation for Video Redaction

Chen, B. & Nahrstedt, K., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 360-365 6 p. 8695409. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

Face recognition
Cameras
Pixels
Color

FlatFlash: Exploiting the Byte-Accessibility of SSDs within A Unified Memory-Storage Hierarchy

Abulila, A., Mailthody, V. S., Qureshi, Z., Huang, J., Kim, N. S., Xiong, J. & Hwu, W-M. W., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 971-985 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access
Data storage equipment
Dynamic random access storage
Flash-based SSDs
Cost effectiveness
Metadata

Gelatin-based thiol/disulfide degradable hydrogels to encapsulate cells

Serrano, J. F., Gilchrist, A. E., García, A. J. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Stem Cell Niche
Hydrogels
Gelatin
Stem cells
Sulfhydryl Compounds

GeoAttn: Localization of social media messages via attentional memory network

Li, S., Zhang, C., Lei, D., Li, J. & Han, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 64-72 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Data storage equipment
Metadata
Experiments

Geometric property estimation based on raman spetra measurement using machine learning

Jo, M. K. & Ravaioli, U., Jan 8 2019, 2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018. Institute of Electrical and Electronics Engineers Inc., 8605883. (2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018).

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

machine learning
Graphite
Nanostructured materials
Graphene
Learning systems

Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, J., Ankit, A., Antunes, R., Chalamalasetti, S. R., Chatterjee, S., El Hajj, I., Fachini, G., Faraboschi, P., Foltin, M., Huang, S., Hwu, W-M. W., Knuppe, G., Lakshminarasimha, S. V., Milojicic, D., Parthasarathy, M., Ribeiro, F., Rosa, L., Roy, K., Silveira, P. & Strachan, J. P., Feb 8 2019, 2018 IEEE International Conference on Rebooting Computing, ICRC 2018. Institute of Electrical and Electronics Engineers Inc., 8638612. (2018 IEEE International Conference on Rebooting Computing, ICRC 2018).

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

Particle accelerators
Learning systems
Hardware
Memristors
Neural networks

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS

Li, Q., Zhang, X., Xiong, J. J., Hwu, W-M. W. & Chen, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 693-698 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Field programmable gate arrays (FPGA)
Data storage equipment
Computer hardware
Energy efficiency
Statistics