Research Output 1970 2019

Conference contribution
24 Citations (Scopus)

Real-world behavior analysis through a social media lens

Abbasi, M. A., Chai, S. K., Liu, H. & Sagoo, K., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7227 LNCS. p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

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

Social Media
Lens
Lenses
Social Behavior
Human Behavior
39 Citations (Scopus)

Recommendation with social dimensions

Tang, J., Wang, S., Hu, X., Yin, D., Bi, Y., Chang, Y. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 251-257 7 p.

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

Recommender systems
Composite materials
Experiments
19 Citations (Scopus)

Reconstruction-based unsupervised feature selection: An embedded approach

Li, J., Tang, J. & Liu, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 2159-2165 7 p.

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

Feature extraction
Data mining
Learning systems
Labels
Experiments
9 Citations (Scopus)

Recovering information recipients in social media via provenance

Feng, Z., Gundecha, P. & Liu, H., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 706-711 6 p.

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

2 Citations (Scopus)

Reference-free fatigue crack detection, localization and quantification in lug joints

Soni, S., Kim, S. B. & Chattopadhyay, A., 2010, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2010-3028

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

Crack detection
Crack tips
Cracks
Damage detection
Sensors
62 Citations (Scopus)

Region-based connectivity - A new paradigm for design of fault-tolerant networks

Sen, A., Murthy, S. & Banerjee, S., 2009, 2009 International Conference on High Performance Switching and Routing, HPSR 2009. 5307417

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

Fault tolerance

Region based containers - A new paradigm for the analysis of fault tolerant networks

Joshi, P. D., Sen, A., Hsu, D. F., Hamdioui, S. & Bertels, K., Jan 2 2018, 2017 IEEE Int. Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

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

Containers
Degradation
Fault tolerance
Electric power distribution
Outages
3 Citations (Scopus)

Region based fault-tolerant distributed file storage system design under budget constraint

Mazumder, A., Das, A., Zhou, C. & Sen, A., Jan 19 2014, Proceedings of 2014 6th International Workshop on Reliable Networks Design and Modeling, RNDM 2014. Institute of Electrical and Electronics Engineers Inc., p. 61-68 8 p. 7014932

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

Approximation algorithms
Systems analysis
Computational complexity
Costs
2 Citations (Scopus)

Region disjoint paths in a class of optimal line graph networks

Joshi, P. D., Sen, A., Hamdioui, S. & Bertels, K., Jan 26 2015, Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014. Institute of Electrical and Electronics Engineers Inc., p. 1256-1260 5 p. 07023752

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

Disasters
Telecommunication networks
4 Citations (Scopus)

Reinforcement of composite joint interface using nanomaterials

Rai, A., Dutta, S., Chattopadhyay, A. & Lopez, C., Jan 1 2017, Mechanics of Solids, Structures and Fluids; NDE, Structural Health Monitoring and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Nanostructured materials
Reinforcement
Composite materials
Carbon fibers
Carbon nanotubes
285 Citations (Scopus)

Relational learning via latent social dimensions

Tang, L. & Liu, H., 2009, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 817-825 9 p.

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

Blogs
Labels
Experiments
8 Citations (Scopus)

Relational learning with social status analysis

Wu, L., Hu, X. & Liu, H., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 513-522 10 p.

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

Social sciences
Supervised learning
Electric network analysis
Experiments
2 Citations (Scopus)

Relationship of basal plane and prismatic stacking faults in GaN to low temperature photoluminescence peaks at ∼3.4 eV and ∼3.2 eV

Bai, J., Dudley, M., Chen, L., Skromme, B., Hartlieb, P. J., Michaels, E., Kolis, J. W., Wagner, B., Davis, R. F., Chowdhury, U. & Dupuis, R. D., 2005, Materials Research Society Symposium Proceedings. Wetzel, C., Gil, B., Kuzuhara, M. & Manfra, M. (eds.). Vol. 831. p. 721-726 6 p. E11.37

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

Stacking faults
Photoluminescence
Stairs
Aluminum Oxide
Sapphire
1 Citation (Scopus)

Relay node placement under budget constraint

Zhou, C., Mazumder, A., Das, A., Basu, K., Matin-Moghaddam, N., Mehrani, S. & Sen, A., Jan 4 2018, Proceedings of the 19th International Conference on Distributed Computing and Networking, ICDCN 2018. Association for Computing Machinery, Vol. Part F133180. 3154302

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

Approximation algorithms
Wireless sensor networks
Sensors

Reliability assessment of existing RC bridges based on small samples of inspection data

Wang, L., Ma, Y., Peng, T., Liu, Y. & Zhang, J., 2013, Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013. p. 3819-3825 7 p.

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

Concrete bridges
Reinforced concrete
Inspection
Corrosion
Random variables
4 Citations (Scopus)

Remodeling instructional materials for more effective learning in introductory materials classes

Krause, S., Kelly, J. E. & Baker, D. R., Jan 1 2012, 119th ASEE Annual Conference and Exposition. American Society for Engineering Education

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

Students
Teaching
Engineering education
Macros
Feedback
7 Citations (Scopus)

Resource mapping and scheduling for heterogeneous network processor systems

Yang, L., Gohad, T., Ghosh, P., Sinha, D., Sen, A. & Richa, A., 2005, 2005 Symposium on Architectures for Networking and Communications Systems, ANCS 2005. p. 19-27 9 p. 4675262

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

Heterogeneous networks
Scheduling
Scheduling algorithms
Hardware
Costs

Revealing student misconceptions and instructor blind spots with muddiest point formative feedback

Waters, C., Callahan, J., Krause, S., Weeks, P., Dupen, B. & Vollaro, M. B., Jun 26 2016, 2016 ASEE Annual Conference and Exposition. American Society for Engineering Education, Vol. 2016-June.

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

Students
Feedback
Teaching
Nuts (fasteners)
Materials science
3 Citations (Scopus)

Robust feature extraction for rapid classification of damage in composites

Coelho, C. K., Reynolds, W. & Chattopadhyay, A., 2009, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7286. 72860K

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

pattern recognition
Feature Extraction
Support vector machines
Feature extraction
education
1 Citation (Scopus)

Robust integration of multiple information sources by view completion

Subramanya, S., Li, B. & Liu, H., 2008, 2008 IEEE International Conference on Information Reuse and Integration, IEEE IRI-2008. p. 398-403 6 p. 4583064

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

Image classification
Pattern recognition
Learning systems
38 Citations (Scopus)

Robust unsupervised feature selection on networked data

Li, J., Hu, X., Wu, L. & Liu, H., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 387-395 9 p.

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

Feature extraction
Labels
Data mining
Learning systems
Personnel
21 Citations (Scopus)

Root cause analysis of failures in interdependent power-communication networks

Das, A., Banerjee, J. & Sen, A., Nov 13 2014, Proceedings - IEEE Military Communications Conference MILCOM. Institute of Electrical and Electronics Engineers Inc., p. 910-915 6 p. 6956877

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

Telecommunication networks
Inductive logic programming (ILP)
Approximation algorithms
Disasters
Ecosystems
117 Citations (Scopus)

Sarcasm detection on twitter: A behavioral modeling approach

Rajadesingan, A., Zafarani, R. & Liu, H., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 97-106 10 p.

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

Linguistics
131 Citations (Scopus)

Scalable learning of collective behavior based on sparse social dimensions

Tang, L. & Liu, H., 2009, International Conference on Information and Knowledge Management, Proceedings. p. 1107-1116 10 p.

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

Social dimension
Social media
Prediction
Clustering
Facebook
7 Citations (Scopus)

Scalable learning of users' preferences using networked data

Abbasi, M. A., Tang, J. & Liu, H., 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 4-12 9 p.

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

Scalability
Classifiers
Monitoring

SCALING laws for distributed estimation over orthogonal fading channels

Şenol, H., Tepedelenlioglu, C. & Bai, K., 2009, IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC. p. 46-50 5 p. 5161744

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

Fading channels
Outages
Sensors
Scaling laws
7 Citations (Scopus)

Securing social media user data - An adversarial approach

Beigi, G., Shu, K., Zhang, Y. & Liu, H., Jul 3 2018, HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 165-173 9 p.

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

11 Citations (Scopus)

Seeking provenance of information using social media

Gundecha, P., Feng, Z. & Liu, H., 2013, International Conference on Information and Knowledge Management, Proceedings. p. 1691-1696 6 p.

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

Social media
Methodology
Facebook
Twitter
Centrality
4 Citations (Scopus)

Self-healing nanocomposite using shape memory polymer and carbon nanotubes

Liu, Y., Rajadas, A. & Chattopadhyay, A., 2013, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8692. 869205

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

Carbon Nanotubes
Shape Memory
Nanocomposites
healing
Shape memory effect
1 Citation (Scopus)

Self-sensing and self-healing of structural damage in fiber reinforced composites

Liu, Y., Rajadas, A. & Chattopadhyay, A., 2013, ASME 2013 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, SMASIS 2013. American Society of Mechanical Engineers, Vol. 1. SMASIS2013-3245

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

Repair
Fibers
Composite materials
Delamination
Carbon fibers
2 Citations (Scopus)

Sensor fusion and damage classification in composite materials

Zhou, W., Reynolds, W. D., Moncada, A., Kovvali, N., Chattopadhyay, A., Papandreou-Suppappola, A. & Cochran, D., 2008, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 6926. 69260N

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

multisensor fusion
Fusion reactions
Hidden Markov models
damage
composite materials
2 Citations (Scopus)

Sensor optimization for progressive damage diagnosis in complex structures

Zhou, W., Kovvali, N., Papandreou-Suppappola, A. & Chattopadhyay, A., 2010, Proceedings of SPIE - The International Society for Optical Engineering. PART 1 ed. Vol. 7650. 76502S

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

Complex Structure
Damage
damage
Sensor
optimization
13 Citations (Scopus)

Sensor scheduling using a 0-1 mixed integer programming framework

Chhetri, A. S., Morrell, D. & Papandreou-Suppappola, A., 2006, 2006 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAM 2006. p. 471-475 5 p.

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

Integer programming
Scheduling
Sensors
Nonlinear programming
Linearization
11 Citations (Scopus)

Sensor scheduling with waveform design for dynamic target tracking using MIMO radar

Manjunath, B., Zhang, J. J., Papandreou-Suppappola, A. & Morrell, D., 2009, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 141-145 5 p. 5470145

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

Radar systems
Scheduling algorithms
Target tracking
Transmitters
Radar
3 Citations (Scopus)

Sensor selection and crack growth monitoring using sensitivity studies

Soni, S. K., Das, S. & Chattopadhyay, A., 2009, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7286. 72860I

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

Crack Growth
Crack propagation
cracks
Monitoring
Sensor
12 Citations (Scopus)

Sentiment Informed Cyberbullying Detection in Social Media

Dani, H., Li, J. & Liu, H., Jan 1 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Springer Verlag, Vol. 10534 LNAI. p. 52-67 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 LNAI).

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

Moderators
Social Media
Obfuscation
Anxiety
Information Content
26 Citations (Scopus)

Sentiment propagation in social networks: A case study in LiveJournal

Zafarani, R., Cole, W. D. & Liu, H., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6007 LNCS. p. 413-420 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6007 LNCS).

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

Blogs
Social Networks
Websites
Propagation
Communication
1 Citation (Scopus)

Sequential flow membraneless microfluidic fuel cell with porous electrodes

Salloum, K. S., Hayes, J. R., Friesen, C. & Posner, J. D., 2008, ECS Transactions. 25 ed. Vol. 13. p. 21-38 18 p.

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

Microfluidics
Fuel cells
Sulfuric acid
Electrodes
Cathodes

Sequential Markov chain Monte Carlo filter with simultaneous model selection for electrocardiogram signal modeling

Edla, S., Kovvali, N. & Papandreou-Suppappola, A., 2012, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 4291-4294 4 p. 6346915

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

Markov Chains
Electrocardiography
Markov processes
Statistical Models
Cardiac Arrhythmias
2 Citations (Scopus)

Sequential MCMC estimation of nonlinear instantaneous frequency

Li, Y., Simon, D., Papandreou-Suppappola, A., Morrell, D. & Murray, R. L., 2007, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 3. 4217925

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

Frequency estimation
Markov chains
Markov processes
Parameter estimation
Monte Carlo methods
1 Citation (Scopus)

Sequential Monte Carlo methods for shallow water tracking using multiple sensors with adaptive frequency selection

Zhang, J. & Papandreou-Suppappola, A., 2007, 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP. p. 269-272 4 p. 4498017

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

Monte Carlo methods
Sensors
Water
Acoustics
Processing
6 Citations (Scopus)

Sequential wireless sensor network discovery using wide aperture array signal processing

Willerton, M., Banavar, M., Zhang, X., Manikas, A., Tepedelenlioglu, C., Spanias, A., Thornton, T., Yeatman, E. & Constantinides, A., 2012, European Signal Processing Conference. p. 2278-2282 5 p. 6334201

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

Wireless sensor networks
Signal processing
Sensor nodes
Anchors
10 Citations (Scopus)

Shading prediction, fault detection, and consensus estimation for solar array control

Katoch, S., Muniraju, G., Rao, S., Spanias, A., Turaga, P., Tepedelenlioglu, C., Banavar, M. & Srinivasan, D., Jun 15 2018, Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 217-222 6 p.

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

Shading
Fault Detection
Fault detection
Fusion reactions
Prediction
37 Citations (Scopus)

Signal processing for fault detection in photovoltaic arrays

Braun, H., Buddha, S. T., Krishnan, V., Spanias, A., Tepedelenlioglu, C., Yeider, T. & Takehara, T., 2012, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 1681-1684 4 p. 6288220

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

Fault detection
Signal processing
Electric power system measurement
Monitoring
Time measurement
23 Citations (Scopus)

Signal processing for photovoltaic applications

Buddha, S., Braun, H., Krishnan, V., Tepedelenlioglu, C., Spanias, A., Yeider, T. & Takehara, T., 2012, 2012 IEEE International Conference on Emerging Signal Processing Applications, ESPA 2012 - Proceedings. p. 115-118 4 p. 6152459

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

Signal processing
Topology
Shape optimization
SPICE
Fault detection
18 Citations (Scopus)

Signed link analysis in social media networks

Beigi, G., Tang, J. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 539-542 4 p.

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

Social sciences
Electric network analysis
Innovation
49 Citations (Scopus)

Signed network embedding in social media

Wang, S., Tang, J., Aggarwal, C., Chang, Y. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 327-335 9 p.

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

Electric network analysis
Deep learning
8 Citations (Scopus)

Similar but different: Exploiting users’ congruity for recommendation systems

Beigi, G. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 129-140 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

Recommendation System
Recommender systems
Social Media
Building Blocks
Vary

Simulation-Based Optimization of Communication Protocols for Reducing Delays during Nuclear Power Plant Outages

Sun, Z., Zhang, C. & Tang, P., Jan 1 2018, Construction Research Congress 2018: Infrastructure and Facility Management - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 455-464 10 p.

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

Outages
Nuclear power plants
Network protocols
Communication
Pumps
1 Citation (Scopus)

Simulation-based optimization of resilient communication protocol for nuclear power plant outages

Zhang, C., Sun, Z., Tang, P., St. Germain, S. W. & Boring, R., 2018, Advances in Human Error, Reliability, Resilience, and Performance - Proceedings of the AHFE 2017 International Conference on Human Error, Reliability, Resilience, and Performance, 2017. Springer Verlag, Vol. 589. p. 20-29 10 p. (Advances in Intelligent Systems and Computing; vol. 589).

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

Outages
Nuclear power plants
Network protocols
Communication
Managers