Research Output 1972 2020

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Conference article
2019
Petri nets
Animation
Service system
Tutorial
Manufacturing systems
2018

Annotating gene sets by mining large literature collections with protein networks

Wang, S., Ma, J., Yu, M. K., Zheng, F., Huang, E. W., Han, J., Peng, J. & Ideker, T., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 602-613 12 p.

Research output: Contribution to journalConference article

Genes
Proteins
Biological Ontologies
Natural Language Processing
Literature
Materials science
Curricula
Teaching
Students
Education

Global geometry of multichannel sparse blind deconvolution on the sphere

Li, Y. & Bresler, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1132-1143 12 p.

Research output: Contribution to journalConference article

Deconvolution
Convolution
Recovery
Geometry
Experiments
Multi-task Learning
Landmarks
Labels
Acoustics
Speech recognition

ShapeSearch: Flexible patternbased querying of trend line visualizations

Siddiqui, T., Luh, P., Wang, Z., Karahalios, K. G. & Parameswaran, A. G., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1962-1965 4 p.

Research output: Contribution to journalConference article

Visualization
Materials science
Algebra
Mathematical operators
Demonstrations
2017

An educational laboratory experimental system for teaching chemical reaction process dynamics and control

Kawamura, M. L., Alleyne, A. G. & Sutanto, E., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Chemical reactions
Teaching
Crystals
Photodetectors
Students

CarStream: An industrial system of big data processing for Internet-of-Vehicles

Zhang, M., Wo, T., Xie, T., Lin, X. & Liu, Y., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1766-1777 12 p.

Research output: Contribution to journalConference article

Internet
Big data
Railroad cars
Engines

Computational curriculum for MatSE undergraduates

Kononov, A., Bellon, P., Bretl, T. W., Ferguson, A., Herman, G. L., Kilian, K. A., Krogstad, J. A., Das Neves Barbosa Leal Lauten, C., Maass, C. R. E., Schleife, A., Shang, J. K., Trinkle, D. & West, M., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Materials science
Curricula
Engineering education
Computational methods
Teaching

Delay Robustness and Compensation in L1 Adaptive Control

Nguyen, K. D. & Dankowicz, H., Jan 1 2017, In : Procedia IUTAM. 22, p. 10-15 6 p.

Research output: Contribution to journalConference article

Time delay
Control nonlinearities
Control systems
Compensation and Redress
Communication

Distributed Lagrangian Method for Tie-Line Scheduling in Power Grids under Uncertainty

Doan, T. T., Bose, S. & Beck, C. L., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 88-90 3 p.

Research output: Contribution to journalConference article

Scheduling
Parallel algorithms
Costs
Uncertainty

EEG-GRAPH: A factor-graph-based model for capturing spatial, temporal, and observational relationships in electroencephalograms

Varatharajah, Y., Chong, M. J., Saboo, K., Berry, B., Brinkmann, B., Worrell, G. & Iyer, R. K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5372-5381 10 p.

Research output: Contribution to journalConference article

Electroencephalography
Brain
Polynomials
Sampling

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W-M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

Electric grounding
Human computer interaction
Robotics

I've seen "enough": Incrementally improving visualizations to support rapid decision making

Rahman, S., Aliakbarpour, M., Kong, H. K., Blais, E., Karahalios, K. G., Parameswaran, A. G. & Rubinfield, R., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 11, p. 1262-1273 12 p.

Research output: Contribution to journalConference article

Visualization
Decision making
Sampling
Data visualization

Learning causal structures using regression invariance

Ghassami, A. E., Salehkaleybar, S., Kiyavash, N. & Zhang, K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 3012-3022 11 p.

Research output: Contribution to journalConference article

Invariance
Experiments

Mining Structures from Massive Text Data: A Data-Driven Approach

Han, J., Jan 1 2017, In : CEUR Workshop Proceedings. 2029, p. 16-19 4 p.

Research output: Contribution to journalConference article

Big data

Next Generation Wireless Smart Sensors Toward Sustainable Civil Infrastructure

Spencer, B. F., Park, J. W., Mechitov, K. A., Jo, H. & Agha, G. A., Jan 1 2017, In : Procedia Engineering. 171, p. 5-13 9 p.

Research output: Contribution to journalConference article

Smart sensors
Structural health monitoring
Zigbee
Monitoring
Damage detection

Online learning for multivariate hawkes processes

Yang, Y., Etesami, J., He, N. & Kiyavash, N., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 4938-4947 10 p.

Research output: Contribution to journalConference article

Learning algorithms
Hilbert spaces

On the Analysis of Chatter in Mechanical Systems with Impacts

Dankowicz, H. & Fotsch, E., Jan 1 2017, In : Procedia IUTAM. 20, p. 18-25 8 p.

Research output: Contribution to journalConference article

Orbits
Pressure relief valves
Momentum
Mechanics

Pricing for sharing economy with reputation

Ma, Q., Huang, J., Basar, M. T., Liu, J. & Chen, X., Jan 12 2017, In : Performance Evaluation Review. 44, 3, 1 p.

Research output: Contribution to journalConference article

Scheduling
Costs

Samza: Stateful scalable stream processing at linkedin

Noghabi, S. A., Paramasivamy, K., Pany, Y., Rameshy, N., Bringhursty, J., Gupta, I. & Campbell, R. H., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1634-1645 12 p.

Research output: Contribution to journalConference article

Processing
Containers
Recovery
Scheduling
Throughput
Event Detection
Roughness
Filtering
Surface roughness
Accumulate
2016

An experimental comparison of partitioning strategies in distributed graph processing

Verma, S., Leslie, L. M., Shin, Y. & Gupta, I., Jan 1 2016, In : Proceedings of the VLDB Endowment. 10, 5, p. 493-504 12 p.

Research output: Contribution to journalConference article

Processing
Experiments

Building a scalable distributed online media processing environment

Noghabi, S. A., Campbell, R. H. & Gupta, I., Jan 1 2016, In : CEUR Workshop Proceedings. 1671

Research output: Contribution to journalConference article

Processing
Learning algorithms
Learning systems
Scalability
Websites

Collaborative multi-level embedding learning from reviews for rating prediction

Wei, Z., Yuan, Q., Han, J. & Jianyong, W., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2986-2992 7 p.

Research output: Contribution to journalConference article

Factorization

Cross-lingual dataless classification for many languages

Yangqiu, S., Upadhyay, S., Haoruo, P. & Roth, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2901-2907 7 p.

Research output: Contribution to journalConference article

Labels
Semantics
Supervised learning

Effortless data exploration with zenvisage: An expressive and interactive visual analytics system

Siddiqui, T., Kim, A., Lee, J., Karahalios, K. G. & Parameswaran, A. G., Jan 1 2016, In : Proceedings of the VLDB Endowment. 10, 4, p. 457-468 12 p.

Research output: Contribution to journalConference article

Visualization
Algebra
Drawing (graphics)
Data visualization
Mechanical engineering

POSTER: HVISC: A Portable Abstraction for Heterogeneous Parallel Systems

Srivastava, P., Kotsifakou, M., Sinclair, M. D., Komuravelli, R., Adve, V. S. & Adve, S. V., Jan 1 2016, In : Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. p. 443-445 3 p.

Research output: Contribution to journalConference article

Heterogeneous Systems
Parallel Systems
Parallelism
Data storage equipment
Portability

Question answering via integer programming over semi-structured knowledge

Khashabi, D., Khot, T., Sabharwal, A., Clark, P., Etzioni, O. & Roth, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1145-1152 8 p.

Research output: Contribution to journalConference article

Correlation methods
Integer programming
Information retrieval

Random Perturbations of Aeroelastic and Mechanical Systems

Lingala, N., Namachchivaya, N. S., Singha, P. & Yeong, H. C., Jan 1 2016, In : Procedia Engineering. 144, p. 859-866 8 p.

Research output: Contribution to journalConference article

Dynamical systems
Homogenization method
Monte Carlo methods

Random Perturbations of Periodically Driven Nonlinear Oscillators

Lingala, N., Namachchivaya, N. S., Pavlyukevich, I. & Wedig, W., Jan 1 2016, In : Procedia IUTAM. 19, p. 91-100 10 p.

Research output: Contribution to journalConference article

Energy harvesting
Chaos theory
Nonlinear systems
Orbits
Trajectories

RV-ECU: Maximum Assurance In-Vehicle Safety Monitoring

Daian, P., Shiraishi, S., Iwai, A., Manja, B. & Rosu, G., Jan 1 2016, In : SAE Technical Papers.

Research output: Contribution to journalConference article

Monitoring
Specifications
Railroad cars
Communication
Costs

Search literacy: Learning to search to learn

Wilson, M. L., Ye, C., Twidale, M. B., Grasse, H., Rosenthal, J. & McKittrick, M., Jan 1 2016, In : CEUR Workshop Proceedings. 1647

Research output: Contribution to journalConference article

Cooking
Search engines

WearCore: A Core for Wearable Workloads

Mehta, S. & Torrellas, J., Jan 1 2016, In : Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. p. 153-164 12 p.

Research output: Contribution to journalConference article

Smartphones
Computer hardware
Workload
Data storage equipment
Industry
2015

Developing a Smart Grid cybersecurity education platform and a preliminary assessment of its first application

Yardley, T., Uludag, S., Nahrstedt, K. & Sauer, P., Feb 17 2015, In : Proceedings - Frontiers in Education Conference, FIE. 2015-February, February, 7044273.

Research output: Contribution to journalConference article

Education
education
Taxonomies
Aging of materials
re-education

Lightweight source authentication and path validation

Kim, T. H. J., Basescu, C., Jia, L., Lee, S. B., Hu, Y-C. & Perrig, A., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 271-282 12 p.

Research output: Contribution to journalConference article

Authentication
Routers
Scalability
Compliance

Manipulation planning with contacts for an extensible elastic rod by sampling on the submanifold of static equilibrium configurations

Roussel, O., Borum, A., Taix, M. & Bretl, T., Jun 29 2015, In : Proceedings - IEEE International Conference on Robotics and Automation. 2015-June, June, p. 3116-3121 6 p., 7139627.

Research output: Contribution to journalConference article

Dynamic models
Sampling
Planning
Grippers
Experiments

PowerFlow: A Toolbox for Modeling and Simulation of Aircraft Systems

Williams, M., Sridharan, S., Banerjee, S., Mak, C., Pauga, C., Krein, P. T., Alleyne, A. G., Jacobi, A. M. & D'Urso, S., Sep 15 2015, In : SAE Technical Papers. 2015-September, September

Research output: Contribution to journalConference article

Aircraft
Engines
Aircraft models
Power quality
System stability

Rethinking congestion control architecture: Performance-oriented congestion control

Dong, M., Li, Q., Zarchy, D., Godfrey, P. B. & Schapira, M., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 365-366 2 p.

Research output: Contribution to journalConference article

Robust regulation of heave-induced pressure oscillations in offshore MPD

Mahdianfar, H., Hovakimyan, N., Pavlov, A. & Aamo, O. M., Jul 1 2015, In : IFAC-PapersOnLine. 28, 6, p. 112-119 8 p.

Research output: Contribution to journalConference article

Oil well drilling
Drilling rigs
Test facilities
Drilling
Tuning

Scalable Task Scheduling and Synchronization Using Hierarchical Effects

Heumann, S. T., Tzannes, A. & Adve, V. S., Jan 1 2015, In : Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. p. 125-137 13 p., 7429300.

Research output: Contribution to journalConference article

Task Scheduling
Synchronization
Scheduling
Scalability
Specifications

Tact: Design and performance of an open-source, affordable, myoelectric prosthetic hand

Slade, P., Akhtar, A., Nguyen, M. & Bretl, T. W., Jun 29 2015, In : Proceedings - IEEE International Conference on Robotics and Automation. 2015-June, June, p. 6451-6456 6 p., 7140105.

Research output: Contribution to journalConference article

Prosthetics
3D printers
Developing countries
Costs

The free configuration space of a Kirchhoff elastic rod is path-connected

Borum, A. & Bretl, T. W., Jun 29 2015, In : Proceedings - IEEE International Conference on Robotics and Automation. 2015-June, June, p. 2958-2964 7 p., 7139604.

Research output: Contribution to journalConference article

Potential energy
Planning

Towards a more fault resilient multigrid solver

Calhoun, J., Olson, L., Snir, M. & Gropp, W. D., Jan 1 2015, In : Simulation Series. 47, 4, p. 1-8 8 p.

Research output: Contribution to journalConference article

Supercomputers
Computational complexity
Hardware
Recovery

Towards correct network virtualization

Ghorbani, S. & Godfrey, P. B., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 657-662 6 p.

Research output: Contribution to journalConference article

Switches
Semantics
Virtualization

Towards designing and developing curriculum for the challenges of the smart grid education

Uludag, S., Sauer, P., Nahrstedt, K. & Yardley, T., Feb 17 2015, In : Proceedings - Frontiers in Education Conference, FIE. 2015-February, February, 7044469.

Research output: Contribution to journalConference article

Curricula
Education
curriculum
electrical engineer
computer scientist
2014

A confidence-aware approach for truth discovery on long-tail data

Li, Q., Li, Y., Gao, J., Su, L., Zhao, B., Demirbas, M., Fan, W. & Han, J., Dec 2014, In : Proceedings of the VLDB Endowment. 8, 4, p. 425-436 12 p.

Research output: Contribution to journalConference article

Experiments

Aggregation of markov chains: An analysis of deterministic annealing based methods

Xu, Y., Beck, C. L. & Salapaka, S. M., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 6591-6596 6 p., 7040423.

Research output: Contribution to journalConference article

Annealing
Markov processes
Markov chain
Aggregation
Agglomeration

A maximum entropy approach to the moment closure problem for Stochastic Hybrid Systems at equilibrium

Zhang, J., DeVille, L. X., Dhople, S. & Dominguez-Garcia, A., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 747-752 6 p., 7039471.

Research output: Contribution to journalConference article

Moment Closure
Maximum Entropy
Hybrid systems
Hybrid Systems
Stochastic Systems