IAFSE-SEMTE: Adaptive Intelligent Materials and Systems Center (AIMS)

Research Output 1992 2019

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Conference contribution
2017
17 Citations (Scopus)

Unsupervised feature selection in signed social networks

Cheng, K., Li, J. & Liu, H., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 777-786 10 p.

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

Feature extraction
Labels
Experiments
19 Citations (Scopus)

Unsupervised sentiment analysis with signed social networks

Cheng, K., Li, J., Tang, J. & Liu, H., 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 3429-3435 7 p.

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

Labels
Availability
Experiments
8 Citations (Scopus)

Using a random forest to inspire a neural network and improving on it

Wang, S., Aggarwal, C. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 1-9 9 p.

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

Neural networks
Image recognition
Backpropagation algorithms
Decision trees
Speech recognition
79 Citations (Scopus)

What your images reveal: Exploiting visual contents for point-of-interest recommendation

Wang, S., Wang, Y., Tang, J., Shu, K., Ranganath, S. & Liu, H., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 391-400 10 p. 3052638

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

2016
1 Citation (Scopus)

2D Grating Pitch Mapping of a through Silicon Via (TSV) and Solder Ball Interconnect Region Using Laser Diffraction: IEEE Electronic Components and Technology Conference, 2016

Houghton, T., Saxon, M., Song, Z., Nyugen, H., Jiang, H. & Yu, H., Aug 16 2016, Proceedings - ECTC 2016: 66th Electronic Components and Technology Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August. p. 2222-2227 6 p. 7545732

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

Silicon
Soldering alloys
Diffraction
Lasers
Interferometry

3D delamination profile reconstruction for composite laminates using inverse heat conduction

Peng, T. & Liu, Y., 2016, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Delamination
Heat conduction
Laminates
Conjugate gradient method
ABAQUS
2 Citations (Scopus)

Adaptive EEG artifact suppression using Gaussian mixture modeling

Solis, F., Maurer, A., Jiang, J. & Papandreou-Suppappola, A., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 607-611 5 p. 7421202

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

Electroencephalography
Processing
15 Citations (Scopus)

An 18 kW solar array research facility for fault detection experiments

Rao, S., Ramirez, D., Braun, H., Lee, J., Tepedelenlioglu, C., Kyriakides, E., Srinivasan, D., Frye, J., Koizumi, S., Morimoto, Y. & Spanias, A., Jun 20 2016, Proceedings of the 18th Mediterranean Electrotechnical Conference: Intelligent and Efficient Technologies and Services for the Citizen, MELECON 2016. Institute of Electrical and Electronics Engineers Inc., 7495369

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

Fault detection
Learning systems
Monitoring
Telecommunication repeaters
Experiments

An equivalent crack growth model for creep fatigue life prediction of metals

Pan, D., Tahir, F. & Liu, Y., 2016, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Crack propagation
Creep
Fatigue of materials
Metals
Creep testing
49 Citations (Scopus)

A new approach to bot detection: Striking the balance between precision and recall

Morstatter, F., Wu, L., Nazer, T. H., Carley, K. M. & Liu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 533-540 8 p. 7752287

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

social media
Arsenals
twitter
VIP
popularity

A nonlocal lattice particle framework for modeling of solids

Chen, H. & Liu, Y., 2016, Advances in Aerospace Technology. American Society of Mechanical Engineers (ASME), Vol. 1.

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

Poisson ratio
Derivatives
3 Citations (Scopus)

A novel measure for coherence in statistical topic models

Morstatter, F. & Liu, H., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 543-548 6 p.

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

automation
Scalability
Automation
Statistical Models
coherence

A novel methodology for self-healing at the nanoscale in CNT/epoxy composites

Quigley, E., Datta, S. & Chattopadhyay, A., 2016, Smart Materials and Nondestructive Evaluation for Energy Systems 2016. SPIE, Vol. 9806. 98060M

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

Carbon Nanotubes
Epoxy
healing
Nanotubes
Carbon nanotubes
2 Citations (Scopus)

Atomistically informed method of cells based multiscale approach for analysis of CFRP composites

Rai, A., Subramanian, N. & Chattopadhyay, A., 2016, Advances in Aerospace Technology. American Society of Mechanical Engineers (ASME), Vol. 1.

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

Carbon fibers
Composite materials
Polymers
Continuum damage mechanics
Micromechanics
1 Citation (Scopus)

Automatic Correlated Vibration Pattern Analysis for a Rapid Remote Scour Assessment of Civil Infrastructure

Kalasapudi, V. S., Tang, P. & Du, J., 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. American Society of Civil Engineers (ASCE), p. 819-828 10 p.

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

Scour
Bridge components
Contact sensors
Finite element method
Engineers
2 Citations (Scopus)

Automatic crane-related workflow control for nuclear plant outages through computer vision and simulation

Zhang, C., Tang, P., Yilmaz, A., Cooke, N., Buchanan, V., Chasey, A., Boring, R. L., Germain, S. W. S., Vaughn, T. & Jones, S., 2016, ISARC 2016 - 33rd International Symposium on Automation and Robotics in Construction. International Association for Automation and Robotics in Construction I.A.A.R.C), p. 889-897 9 p.

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

computer vision
crane
Cranes
Outages
computer simulation
4 Citations (Scopus)

Automatic imagery data analysis for diagnosing human factors in the outage of a nuclear plant

Tang, P., Zhang, C., Yilmaz, A., Cooke, N., Boring, R. L., Chasey, A., Vaughn, T., Jones, S., Gupta, A. & Buchanan, V., 2016, Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management - 7th International Conference, DHM 2016 and Held as Part of HCI International 2016, Proceedings. Springer Verlag, Vol. 9745. p. 604-615 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9745).

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

Human Factors
Human Behavior
Human engineering
Outages
Data analysis

Characterization of fatigue crack propagation under complex biaxial loading

Neerukatti, R. K., Datta, S., Chattopadhyay, A., Iyyer, N. & Phan, N., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Fatigue crack propagation
Fatigue of materials
Crack propagation
Fractography
Aerospace industry

Characterization of interlaminar fracture properties of advanced polymer matrix composites interleaved with buckypaper

Yekani Fard, M., Woodward, J. M., Datta, S., Raji, B. & Chattopadhyay, A., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Polymer matrix composites
Nanocomposites
Surface active agents
Fracture testing
Calibration

Characterization of three-constituent interface in CNT-embedded nanocomposites

Subramanian, N., Rai, A. & Chattopadhyay, A., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Nanocomposites
Molecular dynamics
Fibers
Continuum damage mechanics
Computer simulation

Community cores: Removing size bias from community detection

Jones, I., Wang, R., Han, J. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 603-606 4 p.

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

2 Citations (Scopus)

Cramer-Rao Bounds for Distributed System Size Estimation Using Consensus Algorithms

Zhang, S., Tepedelenlioglu, C., Lee, J., Braun, H. & Spanias, A., Oct 13 2016, 2016 Sensor Signal Processing for Defence, SSPD 2016. Institute of Electrical and Electronics Engineers Inc., 7590591

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

Cramer-Rao bounds
Fisher information
Network management
Parallel algorithms
Wireless sensor networks

Creep-fatigue life prediction of Alloy 617 at 950°C using an effective hold time approach

Tahir, F. & Liu, Y., 2016, International Topical Meeting on High Temperature Reactor Technology, HTR 2016. American Nuclear Society, p. 47-49 3 p.

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

Creep
Fatigue of materials
Strain control
Force control
Fatigue damage
2 Citations (Scopus)

Damage analysis of various cnt architectures in nanocomposites using a multiscale approach

Rai, A., Chattopadhyay, A. & Lopez, C., 2016, Proceedings of the American Society for Composites - 31st Technical Conference, ASC 2016. DEStech Publications Inc.

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

Carbon Nanotubes
Carbon nanotubes
Nanocomposites
Continuum damage mechanics
Polymers
3 Citations (Scopus)

Development of creep-dominant creep-fatigue testing for Alloy 617

Tahir, F. & Liu, Y., 2016, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Creep testing
Fatigue testing
Creep
Fatigue of materials
Fatigue damage
2 Citations (Scopus)

Dynamic scheduling for delay guarantees for heterogeneous cognitive radio users

Ewaisha, A. & Tepedelenlioglu, C., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 169-173 5 p. 7421106

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

Cognitive radio
Scheduling
Scheduling algorithms
Statistics
23 Citations (Scopus)

Exploiting emotional information for trust/distrust prediction

Beigi, G., Tang, J., Wang, S. & Liu, H., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 81-89 9 p.

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

1 Citation (Scopus)

Fatigue crack growth behavior of hybrid glass fiber laminates with embedded functionalized carbon nanotube membranes

Datta, S., Yekani Fard, M. & Chattopadhyay, A., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Fatigue crack propagation
Glass fibers
Laminates
Carbon nanotubes
Membranes
4 Citations (Scopus)

FeatureMiner: A tool for interactive feature selection

Cheng, K., Li, J. & Liu, H., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2445-2448 4 p.

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

Feature selection
Data mining
Curse of dimensionality
Performance evaluation
User interface
13 Citations (Scopus)

Finding requests in social media for disaster relief

Nazer, T. H., Morstatter, F., Dani, H. & Liu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1410-1413 4 p. 7752432

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

social media
Disasters
disaster
twitter
Logistics
1 Citation (Scopus)

Finding time-critical responses for information seeking in social media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 961-966 6 p. 7373419

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

Disasters
Learning algorithms
Availability
Experiments
1 Citation (Scopus)

Fully coupled numerical simulation for wave propagation in composite materials

Li, G., Neerukatti, R. K. & Chattopadhyay, A., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Wave propagation
Computer simulation
Composite materials
Stiffness
Ultrasonic waves
5 Citations (Scopus)

Identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 667-670 4 p.

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

Linguistics
6 Citations (Scopus)

Investigation of piezo-resistivity in CNT nano-composites under damage

Rai, A., Subramanian, N. & Chattopadhyay, A., 2016, Behavior and Mechanics of Multifunctional Materials and Composites 2016. SPIE, Vol. 9800. 980017

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

Carbon Nanotubes
Nanocomposites
Resistivity
Nanotubes
Carbon nanotubes
21 Citations (Scopus)

Leveraging the implicit structure within social media for emergent rumor detection

Sampson, J., Morstatter, F., Wu, L. & Liu, H., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2377-2382 6 p.

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

Social media
Rumor
Leverage
Propagation
Interaction
37 Citations (Scopus)

Linked document embedding for classification

Wang, S., Tang, J., Aggarwal, C. & Liu, H., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 115-124 10 p.

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

World Wide Web
Information content
Document clustering
Labeling
Text analysis
6 Citations (Scopus)

Maximum likelihood channel estimation for residual self-interference cancellation in full duplex relays

Li, X. & Tepedelenlioglu, C., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 807-811 5 p. 7421246

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

Radio interference
Newton-Raphson method
Channel estimation
Maximum likelihood
Cramer-Rao bounds

Mechanical behavior of UO2 at sub-grain length scales: A quantification of creep properties via high temperature mechanical testing

Shaffer, B. E., McDonald, R. E., Lim, H. C. & Peralta, P., 2016, Energy. American Society of Mechanical Engineers (ASME), Vol. 6B-2016.

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

High temperature testing
Mechanical testing
Creep
Compression testing
Electron diffraction
3 Citations (Scopus)

Mechanisms for kink band evolution in polymer matrix composites: A digital image correlation and finite element study

Patel, J. & Peralta, P., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Polymer matrix composites
Nucleation
Composite materials
Stiffness
Plastics

Methodology for determining spall damage mode preference in shocked FCC Polycrystalline metals from 3D X-ray tomography data

Brown, A. D., Pham, Q., Peralta, P., Patterson, B. M., Escobedo-Diaz, J. P., Luo, S. N., Dennis-Koller, D., Cerreta, E. K., Byler, D., Koskelo, A. & Xiao, X., 2016, TMS Annual Meeting. CONFCODENUMBER ed. Minerals, Metals and Materials Society, p. 57-64 8 p.

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

Tomography
voids
tomography
Metals
methodology

Micromechanical modeling for material design of durable infrastructural materials: The influence of aggregate and matrix modification on elastic behavior of mortars

Das, S., Maroli, A. & Neithalath, N., 2016, International Conference on Durability of Concrete Structures, ICDCS 2016. Purdue University, p. 155-162 8 p.

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

Mortar
Cements
Quartz
Ointments
Stress concentration

Microstructural analysis of spall damage nucleation and growth in multicrystalline titanium

Fortin, E. V., Brown, A. D., Wayne, L. & Peralta, P., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Grain boundaries
Nucleation
Titanium
Military vehicles
Armor

Molecular dynamics study for experimental design guideline of dimeric anthracene-based mechanophore in the thermoset polymer matrix

Koo, B., Chattopadhyay, A. & Dai, L., 2016, Proceedings of the American Society for Composites - 31st Technical Conference, ASC 2016. DEStech Publications Inc.

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

Anthracene
Thermosets
Polymer matrix
Carboxylic acids
Design of experiments
24 Citations (Scopus)

Node classification in signed social networks

Tang, J., Aggarwal, C. & Liu, H., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 54-62 9 p.

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

Electric network analysis
Experiments
4 Citations (Scopus)

Node counting in wireless sensor networks

Zhang, S., Tepedelenlioglu, C., Spanias, A. & Banavar, M. K., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 360-364 5 p. 7421147

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

Parallel algorithms
Error analysis
Wireless sensor networks
Communication
5 Citations (Scopus)

Paired Restricted Boltzmann Machine for linked data

Wang, S., Tang, J., Morstatter, F. & Liu, H., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 1753-1762 10 p.

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

Linked data
Social media
Data mining
Clustering
Collaborative filtering
18 Citations (Scopus)

PPP: Joint pointwise and pairwise image label prediction

Wang, Y., Wang, S., Tang, J., Liu, H. & Li, B., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 6005-6013 9 p.

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

Labels
Image classification
Leather
Electric fuses
Beaches
7 Citations (Scopus)

Predicting online protest participation of social media users

Ranganath, S., Morstatter, F., Hu, X., Tang, J., Wang, S. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 208-214 7 p.

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

1 Citation (Scopus)

Real-Time Crisis Mapping Using Language Distribution

Sampson, J., Morstatter, F., Zafarani, R. & Liu, H., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1648-1651 4 p. 7395879

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

Global positioning system
Planning
Recovery
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