Find Research Outputs

2019

Deep learning for limit order books

Sirignano, J. A., Apr 3 2019, In : Quantitative Finance. 19, 4, p. 549-570 22 p.

Research output: Contribution to journalArticle

Limit order book
Deep learning
Neural networks
Network model
Logistic regression

Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era

Allen, G., Andreoni, I., Bachelet, E., Berriman, G. B., Bianco, F. B., Biswas, R., Kind, M. C., Chard, K., Cho, M., Cowperthwaite, P. S., Etienne, Z. B., George, D., Gibbs, T., Graham, M., Gropp, W., Gupta, A., Haas, R., Huerta, E. A., Jennings, E., Katz, D. S. & 28 others, Khan, A., Kindratenko, V., Kramer, W. T. C., Liu, X., Mahabal, A., McHenry, K., Miller, J. M., Neubauer, M. S., Oberlin, S., Jr, A. R. O., Rosofsky, S., Ruiz, M., Saxton, A., Schutz, B., Schwing, A., Seidel, E., Shapiro, S. L., Shen, H., Shen, Y., Sipőcz, B. M., Sun, L., Towns, J., Tsokaros, A., Wei, W., Wells, J., Williams, T. J., Xiong, J. & Zhao, Z., Feb 1 2019, 15 p.

Research output: Book/ReportCommissioned report

Astrophysics
Artificial intelligence
Gravity waves
Astronomy
Big data

Deep Learning Method for Prediction of Planar Radiating Sources from Near-Field Intensity Data

Ma, H., Li, E. P., Schutt-Aine, J. & Cangellaris, A. C., Jul 2019, 2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019. Institute of Electrical and Electronics Engineers Inc., p. 610-615 6 p. 8825271. (2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019).

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

Neural networks
Deep learning

Deep multimodality model for multi-task multi-view learning

Zheng, L., Cheng, Y. & He, J., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 10-16 7 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Image classification
Learning algorithms
Websites
Deep neural networks
Deep learning

Deep multi-task learning with adversarial-and-cooperative nets

Yang, P., Tan, Q., Ye, J., Tong, H. & He, J., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4078-4084 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Discriminators
Classifiers

DEEPSEC: A uniform platform for security analysis of deep learning model

Ling, X., Ji, S., Zou, J., Wang, J., Wu, C., Li, B. & Wang, T., May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 673-690 18 p. 8835375. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).

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

Deep learning

DeepStore: In-storage acceleration for intelligent queries

Mailthody, V. S., Qureshi, Z., Liang, W., Feng, Z., Gonzalo, S. G. D., Li, Y., Franke, H., Xiong, J., Huang, J. & Hwu, W. M., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 224-238 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

Particle accelerators
Energy efficiency
Texturing
Image retrieval
Simulators

DEEPTURBO: Deep Turbo Decoder

Jiang, Y., Kannan, S., Kim, H., Oh, S., Asnani, H. & Viswanath, P., Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815400. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

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

Decoding
Turbo codes
Channel capacity
Supervised learning
Communication systems

DeepZip: Lossless Data Compression Using Recurrent Neural Networks

Goyal, M., Tatwawadi, K., Chandak, S. & Ochoa, I., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Marcellin, M. W. & Serra-Sagrista, J. (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

Deer hunters’ disease risk sensitivity over time

Vaske, J. J. & Miller, C. A., May 4 2019, In : Human Dimensions of Wildlife. 24, 3, p. 217-230 14 p.

Research output: Contribution to journalArticle

deer
chronic wasting disease
Lyme disease
West Nile virus

Defect-engineered cobalt-based solid catalyst for high efficiency oxidation of sulfite

Liu, J., Wang, H., Wang, L., Xing, L., Zhang, S., Xiao, H. & Ma, Y., Apr 6 2019, In : Chemical Engineering Science. 197, p. 1-10 10 p.

Research output: Contribution to journalArticle

Sulfites
Cobalt
Oxygen vacancies
Oxidation
Defects

Defects in Self-Assembled Monolayers on Nanoparticles Prompt Phospholipid Extraction and Bilayer-Curvature-Dependent Deformations

Chong, G., Foreman-Ortiz, I. U., Wu, M., Bautista, A., Murphy, C. J., Pedersen, J. A. & Hernandez, R., Jan 1 2019, In : Journal of Physical Chemistry C.

Research output: Contribution to journalArticle

Phospholipids
Self assembled monolayers
lipids
curvature
Nanoparticles

Defending my castle: A co-design study of privacy mechanisms for smart homes

Yao, Y., Basdeo, J. R., Kaushik, S. & Wang, Y., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Internet
Transparency
Cameras

Defending non-Bayesian learning against adversarial attacks

Su, L. & Vaidya, N. H., Aug 1 2019, In : Distributed Computing. 32, 4, p. 277-289 13 p.

Research output: Contribution to journalArticle

Attack
Rule Learning
Update
Identifiability
Learning

Defluorination of Per- and Polyfluoroalkyl Substances (PFASs) with Hydrated Electrons: Structural Dependence and Implications to PFAS Remediation and Management

Bentel, M. J., Yu, Y., Xu, L., Li, Z. L., Wong, B. M., Men, Y. & Liu, J., Apr 2 2019, In : Environmental Science and Technology. 53, 7, p. 3718-3728 11 p.

Research output: Contribution to journalArticle

Open Access
Remediation
remediation
Chain length
electron
Functional groups

Deformation and Transitions at Interfaces and Grain Boundaries

Fensin, S., Spearot, D., Bieler, T., Dillon, S. J. & Luo, J., Apr 15 2019, In : JOM. 71, 4, p. 1198-1199 2 p.

Research output: Contribution to journalComment/debate

Grain boundaries
Large Intestine
Dietary Fiber
xylanases
large intestine
Triticum

Dehumanization of African-Americans Influences Racial Shooter Biases

Mekawi, Y., Bresin, K. & Hunter, C. D., Dec 1 2019, In : Race and Social Problems. 11, 4, p. 299-307 9 p.

Research output: Contribution to journalArticle

outgroup
trend
moderator
manipulation
threat

Delay asymptotics and bounds for multitask parallel jobs

Wang, W., Harchol-Balter, M., Jiang, H., Scheller-Wolf, A. & Srikant, R., Apr 15 2019, In : Queueing Systems. 91, 3-4, p. 207-239 33 p.

Research output: Contribution to journalArticle

Bins
Parallel processing systems
Servers

Delay asymptotics and bounds for multi-task parallel jobs

Wang, W., Harchol-Balter, M., Jiang, H., Scheller-Wolf, A. & Srikant, R., Jan 25 2019, In : Performance Evaluation Review. 46, 3, p. 2-7 6 p.

Research output: Contribution to journalConference article

Bins
Parallel processing systems
Servers

Deleterious mutation burden and its association with complex traits in sorghum (Sorghum bicolor)

Valluru, R., Gazave, E. E., Fernandes, S. B., Ferguson, J. N., Lozano, R., Hirannaiah, P., Zuo, T., Brown, P. J., Leakey, A., Gore, M. A., Buckler, E. S. & Bandillo, N., Mar 2019, In : Genetics. 211, 3, p. 1075-1087 13 p.

Research output: Contribution to journalArticle

Sorghum
Mutation
Biomass
Genome
Starch
Pyruvate Decarboxylase
Glycerolphosphate Dehydrogenase
Glycerol
Yeast
Saccharomyces cerevisiae

Deletion of JEN1 and ADY2 reduces lactic acid yield from an engineered Saccharomyces cerevisiae, in xylose medium, expressing a heterologous lactate dehydrogenase

Turner, T. L., Lane, S., Jayakody, L. N., Zhang, G. C., Kim, H., Cho, W. & Jin, Y. S., Aug 22 2019, In : FEMS yeast research. 19, 6, foz050.

Research output: Contribution to journalArticle

Xylose
L-Lactate Dehydrogenase
Saccharomyces cerevisiae
Lactic Acid
Ethanol

Deliberative Democracy and Agency: Linking Transitional Justice and Development

Murphy, C., 2019, Agency and Democracy in Development Ethics. Keleher, L. & Kosko, S. (eds.). Cambridge University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Delta Debugging Microservice Systems with Parallel Optimization

Zhou, X., Peng, X., Xie, T., Sun, J., Ji, C., Li, W. & Ding, D., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

Testing
Communication
Manipulation

Delta integration CRISPR-Cas (Di-CRISPR) in saccharomyces cerevisiae

Shi, S., Liang, Y., Ang, E. L. & Zhao, H., Jan 1 2019, Methods in Molecular Biology. Humana Press Inc., p. 73-91 19 p. (Methods in Molecular Biology; vol. 1927).

Research output: Chapter in Book/Report/Conference proceedingChapter

Clustered Regularly Interspaced Short Palindromic Repeats
Saccharomyces cerevisiae
Genetic Engineering
Workflow
Flow Cytometry

Demo-Net: Degree-specific graph neural networks for node and graph classification

Wu, J., He, J. & Xu, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 406-415 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Convolution
Neural networks
Seed
Hilbert spaces
Density (specific gravity)

Demonstration and Evaluation of Hybrid Microalgae Aqueous Conversion Systems for Biofuel Production

Li, Y., Leow, S., Dong, T., Nagle, N. J., Knoshaug, E. P., Laurens, L. M. L., Pienkos, P. T., Guest, J. S. & Strathmann, T. J., Mar 18 2019, In : ACS Sustainable Chemistry and Engineering. 7, 6, p. 5835-5844 10 p.

Research output: Contribution to journalArticle

Biofuels
biofuel
Demonstrations
Lipids
Liquefaction

Demonstration of the relationship between sensitivity and identifiability for inverse uncertainty quantification

Wu, X., Shirvan, K. & Kozlowski, T., Nov 1 2019, In : Journal of Computational Physics. 396, p. 12-30 19 p.

Research output: Contribution to journalArticle

Uncertainty Quantification
Identifiability
Calibration
Demonstrations
Discrepancy

Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-encoders

Shen, H., George, D., Huerta, E. A. & Zhao, Z., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3237-3241 5 p. 8683061. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Gravity waves
Signal to noise ratio
Curricula
Time series
Topology

Denoising of Aligned Genomic Data

Fischer-Hwang, I., Ochoa, I., Weissman, T. & Hernaez, M., Dec 1 2019, In : Scientific reports. 9, 1, 15067.

Research output: Contribution to journalArticle

Open Access
Genome
Boidae
Chromosomes
Datasets

Dense 3D displacement and strain measurement framework of miter gates using computer vision

Narazaki, Y., Hoskere, V., Spencer, B. F., Foltz, S. & Smith, M. D., Jan 1 2019, Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring. Chang, F-K., Guemes, A. & Kopsaftopoulos, F. (eds.). DEStech Publications Inc., p. 3065-3072 8 p. (Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring; vol. 2).

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

Displacement measurement
Strain measurement
Computer vision
Water
Physics

Dependable machine intelligence at the tactical edge

Misra, A., Jayarajah, K., Weerakoon, D., Tandriansyah, R., Yao, S. & Abdelzaher, T., Jan 1 2019, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications. Pham, T. (ed.). SPIE, 1100608. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11006).

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

intelligence
Sensors
Testbeds
Sensor
learning

Dependent relevance determination for smooth and structured sparse regression

Wu, A., Koyejo, O. O. & Pillow, J., May 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journalArticle

Regression
Laplace Approximation
Dependent
Monte Carlo Markov Chain
Convex Relaxation

Deploying “connectors”: A control to manage employee turnover intentions?

Autrey, R. L., Bauer, T. D., Jackson, K. E. & Klevsky, E., Nov 2019, In : Accounting, Organizations and Society. 79, 101059.

Research output: Contribution to journalArticle

turnover
employee
group membership
Group
group interaction

Depression screening in youth: Multi-informant algorithms for the child welfare setting

Thakur, H. & Cohen, J. R., Aug 2019, In : Psychological assessment. 31, 8, p. 1028-1039 12 p.

Research output: Contribution to journalArticle

Child Welfare
Depression
Evidence-Based Medicine
Social Problems
Mental Health

Depressive Symptoms as a Predictor of Memory Complaints in the PRISM Sample

Yoon, J. S., Charness, N., Boot, W. R., Czaja, S. J. & Rogers, W. A., Jan 10 2019, In : Journals of Gerontology - Series B Psychological Sciences and Social Sciences. 74, 2, p. 254-263 10 p.

Research output: Contribution to journalArticle

complaint
Depression
Cognition
questionnaire
social management

Derivation and Extensions of the Linear Feedback Particle Filter Based on Duality Formalisms

Kim, J. W., Taghvaei, A. & Mehta, P. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 7188-7193 6 p. 8618878. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Particle Filter
Duality
Feedback
Ensemble Kalman Filter
Kalman filters

Dermal arteritis of the nasal philtrum: a retrospective study of 23 dogs

Souza, C. P., Torres, S. M. F., Koch, S. N. & Bernardi de Souza, L., Dec 1 2019, In : Veterinary dermatology. 30, 6, p. 511-e155

Research output: Contribution to journalArticle

arteritis
Arteritis
Lip
Nose
retrospective studies

Dermoid sinus type VI associated with spina bifida and tethered cord syndrome in a French Bulldog

Kopke, M. A., Jack, M. W., Baltzer, W. I., Wightman, P. F. & Gal, A., Mar 1 2019, In : Journal of Veterinary Diagnostic Investigation. 31, 2, p. 294-297 4 p.

Research output: Contribution to journalArticle

spina bifida
Dermoid Cyst
Spinal Dysraphism
Neural Tube Defects
sinuses

Describing the cull sow market network in the US: A pilot project

Blair, B. & Lowe, J. F., Jan 1 2019, In : Preventive Veterinary Medicine. 162, p. 107-109 3 p.

Research output: Contribution to journalArticle

sows
markets
Canada
Swine
Infectious Disease Transmission

Descriptive analysis of free-text comments on healthcare priorities and experiences in a national sample of people with multiple sclerosis

Chiu, C-Y., Park, M., Hoffman, T., Campbell, M. & Bishop, M., Sep 2019, In : Multiple Sclerosis and Related Disorders. 34, p. 141-149 9 p.

Research output: Contribution to journalArticle

Multiple Sclerosis
Delivery of Health Care
Health Personnel
Insurance Coverage
Patient Preference

Desenvolvimento e validação de um data logger para caracterização térmica em instalações de poedeiras

Translated title of the contribution: Development and validation of a data logger for thermal characterization in laying hen facilitiesFreitas, L. C. D. S. R., Tinôco, I. D. F. F., Gates, R. S., Barbari, M., Cândido, M. G. L. & Toledo, J. V., Oct 2019, In : Revista Brasileira de Engenharia Agricola e Ambiental. 23, 10, p. 787-793 7 p.

Research output: Contribution to journalArticle

Open Access
laying hens
relative humidity
air temperature
heat
air

Deshielding effects on fatigue crack growth in shape memory alloys- A study on CuZnAl single-crystalline materials

Wu, Y., Yaacoub, J., Brenne, F., Abuzaid, W., Canadinc, D. & Sehitoglu, H., Sep 1 2019, In : Acta Materialia. 176, p. 155-166 12 p.

Research output: Contribution to journalArticle

Fatigue crack propagation
Shape memory effect
Crystalline materials
Displacement measurement
Martensite

Design and growth of multi-functional InAsP metamorphic buffers for mid-infrared quantum well lasers on InP

Jung, D., Yu, L., Dev, S., Wasserman, D. & Lee, M. L., Feb 28 2019, In : Journal of Applied Physics. 125, 8, 082537.

Research output: Contribution to journalArticle

quantum well lasers
infrared lasers
buffers
wavelengths
lasers

Design and implementation of the ABRACADABRA-10 cm axion dark matter search

Ouellet, J. L., Salemi, C. P., Foster, J. W., Henning, R., Bogorad, Z., Conrad, J. M., Formaggio, J. A., Kahn, Y., Minervini, J., Radovinsky, A., Rodd, N. L., Safdi, B. R., Thaler, J., Winklehner, D. & Winslow, L., Mar 1 2019, In : Physical Review D. 99, 5, 052012.

Research output: Contribution to journalArticle

dark matter
design analysis
detectors
quantum chromodynamics
prototypes

Design and Implementation of the Ascend Secure Processor

Ren, L., Fletcher, C. W., Kwon, A., Van Dijk, M. & Devadas, S., Mar 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 2, p. 204-216 13 p., 7886270.

Research output: Contribution to journalArticle

Data storage equipment
Random access storage
Silicon
Controllers
Tapes

Design and Performance of Mixes for Use as Ultrathin Overlay

Hajj, R., Filonzi, A., Smit, A. & Bhasin, A., Sep 1 2019, In : Journal of Transportation Engineering Part B: Pavements. 145, 3, 04019026.

Research output: Contribution to journalArticle

Binders
Seals
Wheels
Asphalt concrete
Polishing
Plastics
Cracks
Acrylonitrile
Styrene
Butadiene

Design and testing of a novel environmental preference chamber

Maia, A. P. D. A., Moura, D. J., Miller, A. R., Silva, W. T., Sarubbi, J., Massari, J. M. & Barbosa, L. V. S., Feb 2019, In : Computers and Electronics in Agriculture. 157, p. 23-37 15 p.

Research output: Contribution to journalArticle

Environmental chambers
Animals
ammonia
Testing
animal