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

Research Output 1992 2019

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Conference contribution
4 Citations (Scopus)

#metoo through the lens of social media

Manikonda, L., Beigi, G., Kambhampati, S. & 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. 104-110 7 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

Social Media
Lens
Lenses
Comparative Analysis
Sharing
16 Citations (Scopus)

10 bits of surprise: Detecting malicious users with minimum information

Zafarani, R. & Liu, H., Oct 17 2015, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 423-431 9 p.

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

Surprise
Limited information
Methodology
Countermeasures
Scenarios
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
7 Citations (Scopus)

3-D characterization of global and local microstructural effects on spall damage in shock loaded FCC metals: Experimental and modeling

Brown, A., Krishnan, K., Wayne, L., Peralta, P., Luo, S. N., Byler, D. & Patterson, B., 2013, ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE). American Society of Mechanical Engineers (ASME), Vol. 9.

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

Grain boundaries
Metals
Nucleation
Heat treatment
Statistics

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
1 Citation (Scopus)

3D simulation of high velocity ballistic impact on plain weave composites with embedded fbg sensors

Wei, J., Liu, K. C. & Chattopadhyay, A., 2008, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference.

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

Ballistics
Micromechanics
Laminates
Fibers
Sensors
7 Citations (Scopus)

A 3D micromechanics model for strain rate dependent inelastic polymer matrix composites

Zhu, L., Chattopadhyay, A. & Goldberg, R. K., 2006, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. Vol. 2. p. 1147-1164 18 p.

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

Polymer matrix composites
Micromechanics
Strain rate
Composite materials
Computational efficiency
1 Citation (Scopus)

A Bayesian-entropy network for information fusion and reliability assessment of national airspace systems

Wang, Y., Liu, Y., Sun, Z. & Tang, P., Aug 24 2018, PHM 2018 - 10th Annual Conference of the Prognostics and Health Management Society. Orchard, M. & Bregon, A. (eds.). Prognostics and Health Management Society, (Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM).

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

Information Services
Information fusion
Entropy
Aviation
Maximum entropy methods
20 Citations (Scopus)

A behavior analytics approach to identifying tweets from crisis regions

Kumar, S., Hu, X. & Liu, H., 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 255-260 6 p.

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

Disasters

Ab initio micromechanics based multiscale model of woven ceramic matrix composites

Borkowski, L. & Chattopadhyay, A., 2013, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference.

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

Ceramic matrix composites
Micromechanics
Composite materials
Carbon fibers
Microcracks

Ab initio micromechanics based multiscale model of woven ceramic matrix composites

Borkowski, L. & Chattopadhyay, A., 2013, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2013-1781

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

Ceramic matrix composites
Micromechanics
Composite materials
Carbon fibers
Microcracks
35 Citations (Scopus)

A brief survey of machine learning methods and their sensor and IoT applications

Shanthamallu, U. S., Spanias, A., Tepedelenlioglu, C. & Stanley, M., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-8 8 p.

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

learning method
Learning systems
Internet
Sensors
learning
4 Citations (Scopus)

A combined planning and controls approach to accurately estimate, monitor, and stabilize work flow

Grau Torrent, D., Abbaszadegan, A., Tang, P., Ganapathy, R. & Diosdado, J., 2014, Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering. American Society of Civil Engineers (ASCE), p. 105-112 8 p.

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

Planning
Monitoring
Contractors
Productivity
2 Citations (Scopus)

A comparative study of fatigue damage sensing in aluminum alloys using electrical impedance and laser ultrasonic methods

Channels, L., Chakraborty, D., Butrym, B., Kovvali, N., Spicer, J., Papandreou-Suppappola, A., Afshari, M., Inman, D. & Chattopadhyay, A., 2009, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7295. 72950Q

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

Fatigue Damage
Acoustic impedance
Aluminum Alloy
Fatigue damage
electrical impedance

A comparison of triaxially braided composites using the generalized method of cells

Hutchins, J. W., Liu, K. C., Lacy, T. E., Chattopadhyay, A. & Bednarcyk, B. A., 2010, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2010-2520

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

Stiffness
Micromechanics
Composite materials
Numerical models
Volume fraction
1 Citation (Scopus)

A comprehensive monitoring system for photovoltaic arrays

Krishnan, V., Braun, H. C., Tepedelenlioglu, C. & Spanias, A., 2013, Proceedings of the IASTED International Conference on Signal Processing, Pattern Recognition and Applications, SPPRA 2013. p. 485-489 5 p.

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

Electric fault location
Data visualization
Monitoring
10 Citations (Scopus)

Active damage localization in anisotropic materials using guided waves

Reynolds, W. D., Coelho, C., Kim, S. B., Chattopadhyay, A. & Arnold, S. M., 2009, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2009-2327

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

Guided electromagnetic wave propagation
Sensors
Aerospace vehicles
Damage detection
Actuators
2 Citations (Scopus)

Active learning data selection for adaptive online structural damage estimation

Chakraborty, D., Kovvali, N., Papandreou-Suppappola, A. & Chattopadhyay, A., 2010, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7649. 764915

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

Active Learning
learning
Damage
Adaptive Learning
damage
14 Citations (Scopus)

ActNeT: Active learning for networked texts in microblogging

Hu, X., Tang, J., Gao, H. & Liu, H., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Siam Society, p. 306-314 9 p.

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

Supervised learning
Labeling
Labels
Correlation theory
Learning algorithms

ActNeT: Active learning for networked texts in microblogging

Hu, X., Tang, J., Gao, H. & Liu, H., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 306-314 9 p.

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

Active Learning
Supervised learning
Supervised Learning
Labeling
Labels
10 Citations (Scopus)

A cyber-physical system approach for photovoltaic array monitoring and control

Rao, S., Katoch, S., Turaga, P., Spanias, A., Tepedelenlioglu, C., Ayyanar, R., Braun, H., Lee, J., Shanthamallu, U., Banavar, M. & Srinivasan, D., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

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

Learning systems
monitoring
Monitoring
renewable energy
learning method

Adapting matching pursuit dictionaries to waveform structure using particle filtering

Kyriakides, I., Papandreou-Suppappola, A. & Morrell, D., 2006, 2006 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAM 2006. p. 561-565 5 p.

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

Glossaries
Decomposition
7 Citations (Scopus)

Adaptive 3D Imaging and Tolerance Analysis of Prefabricated Components for Accelerated Construction

Kalasapudi, V. S., Tang, P., Zhang, C., Diosdado, J. & Ganapathy, R., 2015, Procedia Engineering. Elsevier Ltd, Vol. 118. p. 1060-1067 8 p.

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

Imaging techniques
Quality control
Lasers
Industry
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
3 Citations (Scopus)

Adaptive learning for damage classification in structural health monitoring

Chakraborty, D., Kovvali, N., Zhang, J. J., Papandreou-Suppappola, A. & Chattopadhyay, A., 2009, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 1678-1682 5 p. 5469782

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

Structural health monitoring
Fatigue damage
Stochastic models
Physics
5 Citations (Scopus)

Adaptive learning of behavioral tasks for patients with Parkinson's disease using signals from deep brain stimulation

Zaker, N., Dutta, A., Maurer, A., Zhang, J. J., Hanrahan, S., Hebb, A. O., Kovvali, N. & Papandreou-Suppappola, A., Apr 24 2015, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 208-212 5 p. 7094429

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

Brain
Hidden Markov models
Surgery
Support vector machines
Signal processing
1 Citation (Scopus)

Adaptive learning of immunosignaturing features for multi-disease pathologies

Malin, A., Kovvali, N., Papandreou-Suppappola, A., O'Donnell, B., Johnston, S. & Stafford, P., 2013, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, p. 1301-1305 5 p. 6810504

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

Pathology
Factor analysis
Adaptive algorithms
Learning algorithms
3 Citations (Scopus)

Adaptive learning of immunosignaturing peptide array features for biothreat detection and classification

Malin, A., Zhang, J. J., Chakraborty, B., Kovvali, N., Papandreou-Suppappola, A., Johnston, S. & Stafford, P., 2011, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 1883-1887 5 p. 6190350

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

Microarrays
Peptides
Stochastic models
Antibodies
Blood

Adaptive measurement selection for progressive damage estimation

Zhou, W., Kovvali, N., Papandreou-Suppappola, A., Chattopadhyay, A. & Peralta, P., 2011, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7981. 798127

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

Damage
damage
Sequential Monte Carlo
Noise Suppression
Sensor
3 Citations (Scopus)

Adaptive parameter estimation of cardiovascular signals using sequential Bayesian techniques

Edla, S., Zhang, J. J., Spanias, J., Kovvali, N., Papandreou-Suppappola, A. & Chakrabarti, C., 2010, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 374-378 5 p. 5757538

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

Electrocardiography
Parameter estimation
Adaptive algorithms
Health
6 Citations (Scopus)

Adaptive sensing of dynamic target state in heavy sea clutter

Li, Y., Sira, S. P., Moran, B., Suvorova, S., Cochran, D., Morrell, D. & Papandreou-Suppappola, A., 2007, 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP. p. 9-12 4 p. 4497952

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

Covariance matrix
Dynamical systems
18 Citations (Scopus)

Adaptive spammer detection with sparse group modeling

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 319-326 8 p.

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

Spamming
Costs
11 Citations (Scopus)

Adaptive waveform design in rapidly-varying radar scenes

Li, Y., Moran, W., Sira, S. P., Papandreou-Suppappola, A. & Morrell, D., 2009, 2009 International Waveform Diversity and Design Conference Proceedings, WDD 2009. p. 263-267 5 p. 4800357

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

Covariance matrix
Target tracking
Radar
Statistics
Scattering
26 Citations (Scopus)

A dilemma in assessing stability of feature selection algorithms

Alelyani, S., Zhao, Z. & Liu, H., 2011, Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 -Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. p. 701-707 7 p. 6063062

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

Feature extraction
Set theory
1 Citation (Scopus)

Adjoint-FORM for efficient reliability analysis of large-scale structural problems

Gao, Y. & Liu, Y., Jan 1 2018, AIAA Non-Deterministic Approaches. 209969 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Reliability analysis
Quadratic programming
Computational efficiency
Costs
9 Citations (Scopus)

A gaussian process based prognostics framework for composite structures

Liu, Y., Mohanty, S. & Chattopadhyay, A., 2009, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7286. 72860J

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

prognosis
Composite Structures
Prognosis
composite structures
Acoustic emissions
5 Citations (Scopus)

Agile multi-modal tracking with dependent measurements

Zhang, J. J., Ding, Q., Kay, S., Papandreou-Suppappola, A. & Rangaswamy, M., 2010, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 1653-1657 5 p. 5757819

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

Target tracking
Signal to noise ratio
Matched filters
Optical sensors
Radar
1 Citation (Scopus)

A hybrid model for damage localization and prognosis including temperature compensation

Neerukatti, R. K., Hensberry, K., Kovvali, N. & Chattopadhyay, A., 2015, SAMPE Baltimore 2015 Conference and Exhibition. Soc. for the Advancement of Material and Process Engineering, Vol. 2015-January.

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

Cracks
Temperature
Fatigue of materials
Compensation and Redress
Aluminum

A Local SVD Framework for Stable Feature Selection for Clustering

Alelyani, S. & Liu, H., Oct 19 2015, Proceedings - 2015 IEEE 16th International Conference on Information Reuse and Integration, IRI 2015. Institute of Electrical and Electronics Engineers Inc., p. 236-243 8 p. 7300983

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

Singular value decomposition
Feature extraction
Labels
Clustering
Feature selection
3 Citations (Scopus)

A mechanically stretchable temperature sensor based on buckled thin film devices on an elastomeric substrate

Yu, C., Wang, Z., Zhu, J., Qiu, X., Jon, O., Yu, H. & Jiang, H., 2010, Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS). p. 675-678 4 p. 5442318

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

Thin film devices
temperature sensors
Temperature sensors
sensors
Sensors
4 Citations (Scopus)

Am i more similar to my followers or followees? Analyzing homophily effect in directed social networks

Abbasi, M. A., Zafarani, R., Tang, J. & Liu, H., 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 200-205 6 p.

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

10 Citations (Scopus)

A multi-resolution approach to learning with overlapping communities

Tang, L., Wang, X., Liu, H. & Wang, L., 2010, SOMA 2010 - Proceedings of the 1st Workshop on Social Media Analytics. p. 14-22 9 p.

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

2 Citations (Scopus)

A multiscale model coupling molecular dynamics simulations and micromechanics to study the behavior of CNT-enhanced nanocomposites

Subramanian, N., Rai, A., Datta, S., Koo, B. & Chattopadhyay, A., 2015, 56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc.

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

Micromechanics
Molecular dynamics
Nanocomposites
Fibers
Computer simulation
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

Analytical, numerical and experimental investigation on the use of nanocomposites in structural level components

Hasan, Z., Chattopadhyay, A., Liu, Y., Johnston, J. & Heitland, C., 2014, International SAMPE Technical Conference. Soc. for the Advancement of Material and Process Engineering

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

Stringers
Nanocomposites
Delamination
Damage tolerance
Carbon Nanotubes

Analytical and statistical approaches to flexural behavior for epoxy resin materials

Yekani Fard, M., Chattopadhyay, A. & Liu, Y., 2012, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2012-1964

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

Epoxy Resins
Epoxy resins
Linear regression
Bending strength
Loads (forces)

Analytical and statistical approaches to flexural behavior for epoxy resin materials

Yekani Fard, M., Chattopadhyay, A. & Liu, Y., 2012, 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 2012.

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

Epoxy Resins
epoxy resins
Epoxy resins
flexural strength
Linear regression

Analytical modeling of elastic-plastic wave behavior near grain boundaries in crystalline materials

Loomis, E., Swift, D., Greenfield, S. R., Luo, S. N. & Peralta, P., 2009, AIP Conference Proceedings. Vol. 1195. p. 79-82 4 p.

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

plastics
grain boundaries
shock
stress waves
shock fronts
1 Citation (Scopus)

Analyzing abnormal cycles of pilot tube microtunneling through pattern recognition in time-series data of hydraulic pressure

Shen, Z., Tang, P. & Ariaratnam, S., 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 994-1003 10 p.

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

Pattern recognition
Time series
Hydraulics
Boring
Pressure transducers

A nano-indentation study of surface plasticity in zirconium nitride

Wheeler, K., Peralta, P., Egeland, G. W. & McClellan, K. J., 2008, TMS Annual Meeting. Vol. 3. p. 79-84 6 p.

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

indentation
Nanoindentation
Zirconium
Nitrides
Plasticity