Research Output 1967 2019

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Conference article
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
cassava
ground penetrating radar
Radar
plots
radar data

Intersecting identities of women in engineering

Mendenhall, R., Cross, K. J., Amos, J. R., Clancy, K. B. H., Imoukhuede, P. & Cromley, J. G., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Quadratic decomposable submodular function minimization

Li, P., He, N. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1054-1064 11 p.

Research output: Contribution to journalConference article

Supervised learning
Convex optimization
Cones
Experiments

Query K-means Clustering and the Double Dixie Cup Problem

Eli Chien, I., Pan, C. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6649-6658 10 p.

Research output: Contribution to journalConference article

Importance sampling

Revisiting decomposable submodular function minimization with incidence relations

Li, P. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2237-2247 11 p.

Research output: Contribution to journalConference article

Towards optimization of e-commerce search and discovery

Goswami, A., Zhai, C. & Mohapatra, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2319

Research output: Contribution to journalConference article

Sales
Industry
Electronic commerce

VisAGE: Integrating external knowledge into electronic medical record visualization

Huang, E. W., Wang, S. & Zhai, C., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 578-589 12 p.

Research output: Contribution to journalConference article

Electronic medical equipment
Electronic Health Records
Visualization
Information Storage and Retrieval
Diagnostic Errors
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

"Blinded" grading rubrics for bioengineering lab reports (work in progress)

Li, Y., Jensen, P. A., Jensen, P. A. & Jensen, K. J., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Bioengineering
Curricula
Education
Teaching
Students
Bioengineering

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

Inhomogeneous hypergraph clustering with applications

Li, P. & Milenkovic, O., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2309-2319 11 p.

Research output: Contribution to journalConference article

Costs
Computer networks
Computer vision
Learning systems

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

The double bind of race and gender: A look into the experiences of women of color in engineering

Cross, K. J., Clancy, K. B. H., Mendenhall, R., Imoukhuede, P. U. II. & Amos, J. R., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Color
Students
Engineering education
Education
Engineers

Work in Progress: Design of a First-Year Rhetoric Course for Engineering Students

Zahid, M. U., Groundwater, E. S., Li, Y., Elliott, C. M., Smith, A. M., Trinkle, D., Ritter, K. A., Carney, P. S., Pool, M. A. & Jensen, K. J., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June, 13 p.

Research output: Contribution to journalConference article

Students
Engineers
Technical writing
Accreditation
Curricula
2016

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

Kernel observers: Systems-theoretic modeling and inference of spatiotemporally evolving processes

Kingravi, H. A., Maske, H. & Chowdhary, G., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3997-4005 9 p.

Research output: Contribution to journalConference article

Dynamical systems
Recovery
Sensors
Experiments
2015

A semiconductor bio-electrical platform with addressable thermal control circuits for accelerated bioassay development

Chen, T. T., Wen, C. H., Huang, J. C., Peng, Y. C., Liu, S., Su, S. H., Cheng, L. H., Lai, H. C., Liao, T. C., Lai, F. L., Cheng, C. W., Yang, C. K., Yang, J. H., Hsieh, Y. J., Salm, E., Reddy, B., Tsui, F., Liu, Y. S., Bashir, R. & Chen, M., Feb 20 2015, In : Technical Digest - International Electron Devices Meeting, IEDM. 2015-February, February, p. 15.4.1-15.4.4 7047058.

Research output: Contribution to journalConference article

bioassay
Bioassay
platforms
Pixels
pixels

Assessing teaming skills and major identity through collaborative sophomore design projects across disciplines

Amos, J. R., Vogel, T. J. & Imoukhuede, P., Jan 1 2015, In : ASEE Annual Conference and Exposition, Conference Proceedings. 122nd ASEE Annual Conference and Exposition: Making Value for Society, 122nd ASEE Annual Conference and Exposition: Making Value for...

Research output: Contribution to journalConference article

Students
Chemical engineering
Energy balance
Curricula
Logistics

Control challenges in synthetic biology

Rao, C. V., Jul 1 2015, In : IFAC-PapersOnLine. 28, 8, p. 996-1001 6 p.

Research output: Contribution to journalConference article

Automation
Process engineering
Systems engineering
Robotics
Scheduling

Generalized decision aggregation in distributed sensing systems

Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 14 2015, In : Proceedings - Real-Time Systems Symposium. 2015-January, January, p. 1-10 10 p., 7010369.

Research output: Contribution to journalConference article

Sensor nodes
Labels
Agglomeration
Sensors
Decision making

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

Power of d choices for large-scale bin packing: A loss model

Xie, Q., Dong, X., Lu, Y. & Srikant, R., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 321-334 14 p.

Research output: Contribution to journalConference article

Bins
Servers
Blocking probability
Computer systems
Cloud computing
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 1 2014, In : Proceedings of the VLDB Endowment. 8, 4, p. 425-436 12 p.

Research output: Contribution to journalConference article

Experiments

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

Analysis and diagnosis of SLA violations in a production saas cloud

Martino, C. D., Chen, D., Goel, G., Ganesan, R., Kalbarczyk, Z. T. & Iyer, R. K., Dec 11 2014, In : Proceedings - International Symposium on Software Reliability Engineering, ISSRE. p. 178-188 11 p., 6982625.

Research output: Contribution to journalConference article

Production platforms
Failure modes
Availability
Industry
Bees
Colonies

Concurrent learning adaptive control for systems with unknown sign of control effectiveness

Reish, B. & Chowdhary, G., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 4131-4136 6 p., 7040032.

Research output: Contribution to journalConference article

Learning Control
Adaptive Control
Concurrent
Unknown
Model Reference Adaptive Control

Human aware UAS path planning in urban environments using nonstationary MDPs

Allamaraju, R., Kingravi, H., Axelrod, A., Chowdhary, G., Grande, R., How, J. P., Crick, C. & Sheng, W., Sep 22 2014, In : Proceedings - IEEE International Conference on Robotics and Automation. p. 1161-1167 7 p., 6907000.

Research output: Contribution to journalConference article

Unmanned aerial vehicles (UAV)
Motion planning
Reinforcement learning
Experiments

Large-scale chromatin structure and dynamics: A combined structural and molecular approach

Deng, X., Sustackova, G., Chen, Y., Khanna, N. & Belmont, A. S., Aug 1 2014, In : Microscopy and Microanalysis. 20, 3, p. 1200-1201 2 p.

Research output: Contribution to journalConference article

chromatin

Robust tensor decomposition with gross corruption

Gu, Q., Gui, H. & Han, J., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1422-1430 9 p.

Research output: Contribution to journalConference article

Tensors
Decomposition
Error analysis
Experiments

Scalable topical phrase mining from text corpora

ElKishky, A., Song, Y., Wangx, C., Voss, C. R. & Han, J., Nov 1 2014, In : Proceedings of the VLDB Endowment. 8, 3, p. 305-316 12 p.

Research output: Contribution to journalConference article

Scalability
Processing
Costs

The Fudan-UIUC participation in the BioASQ Challenge Task 2a: The antinomyra system

Liu, K., Wu, J., Peng, S., Zhai, C. & Zhu, S., Jan 1 2014, In : CEUR Workshop Proceedings. 1180, p. 1311-1318 8 p.

Research output: Contribution to journalConference article

Semantics
2013

A feature-enhanced ranking-based classifier for multimodal data and heterogeneous information networks

Chen, S. D., Chen, Y. Y., Han, J. & Moulin, P., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 997-1002 6 p., 6729588.

Research output: Contribution to journalConference article

Classifiers
Support vector machines

Clustered support vector machines

Gu, Q. & Han, J., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 307-315 9 p.

Research output: Contribution to journalConference article

Support vector machines
Support Vector Machine
kernel
Regularization
Classifiers

Constructing topical hierarchies in heterogeneous information networks

Wang, C., Danilevsky, M., Liu, J., Desai, N., Ji, H. & Han, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 767-776 10 p., 6729561.

Research output: Contribution to journalConference article

Heterogeneous networks
Data mining
Industry
Experiments

Microbial inactivation by ultrasound for enhanced food safety

Feng, H., Zhou, B., Lee, H., Li, Y., Park, H. K., Palma, S. & Pearlstein, A. J., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 045094.

Research output: Contribution to journalConference article

food
deactivation
safety
pathogens
ultrasonic processing

Phylogenomics and population genomics: Moddels, algorithms, and analytical tools

Nakhleh, L. K., Rosenberg, N. A. & Warnow, T., Jan 1 2013, In : Pacific Symposium on Biocomputing.

Research output: Contribution to journalConference article

Genomics

Semantic frame-based document representation for comparable corpora

Kim, H., Ren, X., Sun, Y., Wang, C. & Han, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 350-359 10 p., 6729519.

Research output: Contribution to journalConference article

Semantics
Radiation
Conveying
Experiments

Unsupervised link selection in networks

Gu, Q., Aggarwal, C. & Han, J., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 298-306 9 p.

Research output: Contribution to journalConference article

Learning systems
Feature extraction
Experiments
Quality Measures
Community Structure

Using macromolecular-crystallography beamline and microfluidic platform for small-angle diffraction studies of lipidic matrices for membrane-protein crystallization

Kondrashkina, E., Khvostichenko, D. S., Perry, S. L., Von Osinski, J., Kenis, P. J. A. & Brister, K., Jan 1 2013, In : Journal of Physics: Conference Series. 425, PART 1, 012013.

Research output: Contribution to journalConference article

crystallography
platforms
crystallization
membranes
proteins
2012

Dielectric behavior of Silica/Poly(dimethylsiloxane) nanocomposites. nano size effects

Ibrahim, I. A. M., Zikry, A. A. F., Sharaf, M. A., Mark, J. E., Jacob, K., Jasiuk, I. M. & Tannenbaumn, R., Dec 1 2012, In : IOP Conference Series: Materials Science and Engineering. 40, 1, 012011.

Research output: Contribution to journalConference article

Polydimethylsiloxane
Silicon Dioxide
Fillers
Nanocomposites
Silica

Elastic behavior of silica/poly(dimethylsiloxane) nanocomposites: Nano-size effects

Ibrahim, I. A. M., Zikry, A. A. F., Sharaf, M. A., Mark, J. E., Jacob, K., Jasiuk, I. M. & Tannenbaumn, R., Dec 1 2012, In : IOP Conference Series: Materials Science and Engineering. 40, 1, 012008.

Research output: Contribution to journalConference article

Polydimethylsiloxane
Silicon Dioxide
Fillers
Nanocomposites
Silica

Locality preserving feature learning

Gu, Q., Danilevsky, M., Li, Z. & Han, J., Jan 1 2012, In : Journal of Machine Learning Research. 22, p. 477-485 9 p.

Research output: Contribution to journalConference article

Linear transformations
Locality
Integer programming
Set theory
Indexing

Mining knowledge from data: An information network analysis approach

Han, J., Sun, Y., Yan, X. & Yu, P. S., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 1214-1217 4 p., 6228171.

Research output: Contribution to journalConference article

Electric network analysis
Data mining
Students

Multidimensional analysis of atypical events in cyber-physical data

Tang, L. A., Yu, X., Kim, S., Han, J., Peng, W. C., Sun, Y., Gonzalez, H. & Seith, S., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 1025-1036 12 p., 6228153.

Research output: Contribution to journalConference article

Clustering algorithms
Sensor networks
Macros
Cameras
Monitoring

On discovery of traveling companions from streaming trajectories

Tang, L. A., Zheng, Y., Yuan, J., Han, J., Leung, A., Hung, C. C. & Peng, W. C., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 186-197 12 p., 6228083.

Research output: Contribution to journalConference article

Trajectories
Data structures
Monitoring
Costs
Experiments

Stability analysis for decentralized control of multi-evaporator vapor-compression cycle systems

Jain, N., Sundaram, S. & Alleyne, A. G., Dec 1 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 7589-7595 7 p., 6425908.

Research output: Contribution to journalConference article

Cycle System
Decentralized control
Decentralized Control
Evaporators
Stability Analysis
2011

Poly(amino acid)s-mediated synthesis of spatially organized Pt nanoparticles

Jeong, J. H., Haan, J., Cha, C., Chu, D. & Kong, H., Aug 25 2011, In : ACS National Meeting Book of Abstracts.

Research output: Contribution to journalConference article

Amino acids
Nanoparticles
Sol-gels
Amino Acids
Metal nanoparticles