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

Research Output 1992 2019

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Conference contribution
2011
2 Citations (Scopus)

Extracting geographic knowledge from sensor intervention data using spatial association rules

Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., 2011, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. p. 127-130 4 p. 5969018

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

Association rules
Geographic information systems
Data mining
Sensors
6 Citations (Scopus)

Feature selection strategy in text classification

Fung, P. C. G., Morstatter, F. & Liu, H., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 6634 LNAI. p. 26-37 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6634 LNAI, no. PART 1).

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

Text Classification
Feature Selection
Feature extraction
Selection Model
Feature Model
1 Citation (Scopus)

Impact of material and architecture model parameters on the failure of woven cmcs via the multiscale generalized method of cells

Liu, K., Chattopadhyay, A. & Arnold, S. M., 2011, Ceramic Engineering and Science Proceedings. 10 ed. Vol. 32. p. 175-192 18 p.

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

Composite materials
Ceramic matrix composites
Materials properties
Microstructure
Fibers
12 Citations (Scopus)

Information provenance in social media

Barbier, G. & Liu, H., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6589 LNCS. p. 276-283 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

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

Provenance
Social Media
Methodology
2 Citations (Scopus)

Inverse analysis of constitutive relation for epoxy resin materials

Yekani Fard, M., Liu, Y. & Chattopadhyay, A., 2011, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2011-1746

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

Epoxy Resins
Epoxy resins
Load limits
Stress-strain curves
Constitutive models

Molecular dynamics simulations of nanoparticle self-assembly at ionic liquid-water and ionic liquid-hexane interfaces

Frost, D. S. & Dai, L., 2011, 11AIChE - 2011 AIChE Annual Meeting, Conference Proceedings.

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

Ionic Liquids
Hexanes
Hexane
Ionic liquids
Self assembly

Nonlinear flexural modeling for epoxy resin materials

Yekani Fard, M., Liu, Y. & Chattopadhyay, A., 2011, ASME 2011 International Mechanical Engineering Congress and Exposition, IMECE 2011. Vol. 8. p. 619-626 8 p.

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

Epoxy resins
Polymers
Load limits
Composite structures
Constitutive models
1 Citation (Scopus)

On the use of fractional autocorrelation to correct mismatches for chirp scale focusing for real SAR image formation

Northrop, J. & Papandreou-Suppappola, A., 2011, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 2084-2088 5 p. 6190395

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

Synthetic aperture radar
Autocorrelation
Fourier transforms
Image processing
Bins
6 Citations (Scopus)

Optimal sensor placement for active guided wave interrogation of complex metallic components

Coelho, C. K., Kim, S. B. & Chattopadhyay, A., 2011, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7981. 79813O

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

Sensor Placement
Guided Waves
Guided electromagnetic wave propagation
interrogation
Damage Detection
38 Citations (Scopus)

Promoting coordination for disaster relief - From crowdsourcing to coordination

Gao, H., Wang, X., Barbier, G. & Liu, H., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6589 LNCS. p. 197-204 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

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

Disaster
Disasters
Tsunamis
Hurricanes
Tsunami
1 Citation (Scopus)

Quantifying features using false nearest neighbors: An unsupervised approach

Filho, J. A. A., Carvalho, A. C. P. L. F., Mello, R. F., Alelyani, S. & Liu, H., 2011, Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI. p. 994-997 4 p. 6103461

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

Feature extraction
Sorting
Chaos theory
7 Citations (Scopus)

Real-time closed-loop tracking of an unknown number of neural sources using probability hypothesis density particle filtering

Miao, L., Zhang, J. J., Chakrabarti, C., Papandreou-Suppappola, A. & Kovvali, N., 2011, 2011 IEEE Workshop on Signal Processing Systems, SiPS 2011, Proceedings. p. 367-372 6 p. 6089004

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

Magnetoencephalography
Processing
Independent component analysis
Field programmable gate arrays (FPGA)
Computational complexity
3 Citations (Scopus)

Space-time coding over fading channels with alpha-stable noise

Lee, J. & Tepedelenlioglu, C., 2011, IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC. p. 396-400 5 p. 5990438

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

Impulse noise
Space time codes
Block codes
Fading channels
Maximum likelihood
2 Citations (Scopus)

Stochastic ordering of fading channels

Tepedelenlioglu, C., Rajan, A. & Zhang, Y., 2011, IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC. p. 211-215 5 p. 5990397

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

Laplace transforms
Fading channels
Phase shift keying
Quadrature amplitude modulation
Communication systems

Strain rate dependent inelastic response of triaxially braided fabric composites via multiscale generalized method of cells

Liu, K. C. & Chattopadhyay, A., 2011, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2011-2176

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

Constitutive models
Strain rate
Composite materials
Fibers
3 Citations (Scopus)

Structural damage detection with insufficient data using transfer learning techniques

Chakraborty, D., Kovvali, N., Chakraborty, B., Papandreou-Suppappola, A. & Chattopadhyay, A., 2011, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7981. 798147

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

Transfer Learning
Damage Detection
Damage detection
Data Transfer
Data transfer
9 Citations (Scopus)

Structural health monitoring and damage detection in composite panels with multiple stiffeners

Liu, Y., Yekani Fard, M., Kim, S. B., Chattopadhyay, A. & Doyle, D., 2011, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. AIAA 2011-1859

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

Damage detection
Structural health monitoring
Delamination
Surface waves
Composite materials
15 Citations (Scopus)

The effect of the characteristics of the dataset on the selection stability

Alelyani, S., Liu, H. & Wang, L., 2011, Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI. p. 970-977 8 p. 6103458

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

Feature extraction
3 Citations (Scopus)

The use of matching pursuit decomposition for damage detection and localization in complex structures

Kim, S. B., Chattopadhyay, A. & Nguyen, A. D., 2011, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7981. 798129

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

Matching Pursuit
Damage Detection
Damage detection
Complex Structure
damage
22 Citations (Scopus)

Understanding user migration patterns in social media

Kumar, S., Zafarani, R. & Liu, H., 2011, Proceedings of the National Conference on Artificial Intelligence. Vol. 2. p. 1204-1209 6 p.

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

Competitive intelligence
Gages
4 Citations (Scopus)

Urban terrain tracking in high clutter with waveform-agility

Chakraborty, B., Zhang, J. J., Papandreou-Suppappola, A. & Morrell, D., 2011, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 3640-3643 4 p. 5947139

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

Target tracking
Signal to noise ratio
1 Citation (Scopus)

Using nanofluids to enhance the operation of solar energy systems

Otanicar, T., Phelan, P., Dai, L., Swaminathan, R. & Taylor, R., 2011, Technical Proceedings of the 2011 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2011. Vol. 2. p. 445-448 4 p.

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

Solar energy
Nanoparticles
Fluids
Solar collectors
Radiative transfer
4 Citations (Scopus)

Waveform-agile mimo radar for urban terrain tracking

Chakraborty, B., Zhang, J. J., Papandreou-Suppappola, A. & Morrell, D., 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings. p. 466-471 6 p. 5739259

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

Radar
Sensors
Radar systems
2010

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
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
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
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
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
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

15 Citations (Scopus)

A new parallel implementation for particle filters and its application to adaptive waveform design

Miao, L., Zhang, J. J., Chakrabarti, C. & Papandreou-Suppappola, A., 2010, IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation. p. 19-24 6 p. 5624820

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

Particle Filter
Parallel Implementation
Waveform
Metropolis-Hastings Algorithm
Field Programmable Gate Array
2 Citations (Scopus)

An explicit multiscale model for progressive failure of a complex composite structures

Moncada, A. M., Chattopadhyay, A., Bednarcyk, B. A. & Arnold, S. M., 2010, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2010-2694

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

Composite structures
Composite materials
Micromechanics
ABAQUS
Airfoils
1 Citation (Scopus)

An integrated effort for the SHM of on-orbit satellite boom structures

Kim, S. B., Liu, Y., Liu, K. & Chattopadhyay, A., 2010, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2010-2903

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

Structural health monitoring
Modal analysis
Surface waves
Orbits
Satellites
9 Citations (Scopus)

An integrative approach to identifying biologically relevant genes

Zhao, Z., Wang, J., Sharma, S., Agarwal, N., Liu, H. & Chang, Y., 2010, Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010. p. 838-849 12 p.

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

Genes
Microarrays
Ontology
11 Citations (Scopus)

A social network analysis approach to detecting suspicious online financial activities

Tang, L., Barbier, G., Liu, H. & Zhang, J., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6007 LNCS. p. 390-397 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

Social Network Analysis
Crime
Electric network analysis
Social Web
Use Case
1 Citation (Scopus)

A study of fatigue damage growth under biaxial loading based on multiscale damage criterion

Luo, C., Mohanty, S. & Chattopadhyay, A., 2010, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2010-2937

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

Fatigue damage
Tensors
Fatigue of materials
Multiobjective optimization
Strain energy
1 Citation (Scopus)

Asymptotic efficiency of distributed estimation from constant modulus sensor transmissions

Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., 2010, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 1827-1831 5 p. 5757892

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

Sensor networks
Fusion reactions
Sensors
2 Citations (Scopus)

Biological relevance detection via network dynamic analysis

Zhao, Z., Liu, H., Wang, J. & Chang, Y., 2010, 2nd International Conference on Bioinformatics and Computational Biology 2010, BICoB 2010. p. 44-49 6 p.

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

Dynamic analysis
Genes
Statistical Models
Transcriptome
Gene expression

Border security: Supplementing human intelligence in a sensor network using sequential pattern mining

Kondaveeti, A., Runger, G., Rowe, J. & Liu, H., 2010, 2010 3rd International Conference on Human-Centric Computing, HumanCom 2010. 5563322

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

Sensor networks
Sensors
Conceptual design
Real time systems
Computer systems
4 Citations (Scopus)

Convergence of influential bloggers for topic discovery in the blogosphere

Kumar, S., Zafarani, R., Abbasi, M. A., Barbier, G. & Liu, H., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6007 LNCS. p. 406-412 7 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

Similarity
Community
96 Citations (Scopus)

Discovering overlapping groups in social media

Wang, X., Tang, L., Gao, H. & Liu, H., 2010, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 569-578 10 p. 5694011

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

14 Citations (Scopus)

Distributed detection over fading MACs with multiple antennas at the fusion center

Banavar, M. K., Smith, A. D., Tepedelenlioglu, C. & Spanias, A., 2010, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 2894-2897 4 p. 5496170

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

Fusion reactions
Antennas
Sensors
1 Citation (Scopus)

Distributed detection over Gaussian multiple access channels with constant modulus signaling

Tepedelenlioglu, C. & Dasarathan, S., 2010, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 2008-2012 5 p. 5757898

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

Sensors
4 Citations (Scopus)

Distributed estimation with constant modulus signals over multiple access channels

Tepedelenlioglu, C. & Narasimhamurthy, A. B., 2010, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 2990-2993 4 p. 5496126

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

Sensors

Dynamic strain mapping and real-time damage state estimation under biaxial random fatigue loading

Mohanty, S., Chattopadhyay, A., Rajadas, J. & Coelho, C., 2010, Proceedings of the 2010 Conference on Intelligent Data Understanding, CIDU 2010. p. 271-284 14 p.

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

Structural health monitoring
State estimation
Fatigue damage
Fatigue of materials
Time series
127 Citations (Scopus)

Efficient spectral feature selection with minimum redundancy

Zhao, Z., Wang, L. & Liu, H., 2010, Proceedings of the National Conference on Artificial Intelligence. Vol. 1. p. 673-678 6 p.

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

Redundancy
Feature extraction
Experiments
1 Citation (Scopus)

Enhanced direction of arrival estimation via reassigned space-time-frequency methods

Miller, S. R., Spanias, A., Papandreou-Suppappola, A. & Santucci, R., 2010, ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. p. 2538-2541 4 p. 5537109

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

Direction of arrival
Sensor arrays
1 Citation (Scopus)

Examination of material and architectural effects at various length scales on the structural deformation response determined via multiscale generalized method of cells

Liu, K. C., Arnold, S. M. & Chattopadhyay, A., 2010, Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2010-2521

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

Macros
Fibers
Shear strain
Composite materials
Strain energy

Extremely stretchable supercapacitors based on buckled single-walled carbon nanotube macro-films

Yu, C. & Jiang, H., 2010, ASME International Mechanical Engineering Congress and Exposition, Proceedings. American Society of Mechanical Engineers (ASME), Vol. 11. p. 63-65 3 p.

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

Single-walled carbon nanotubes (SWCN)
Macros
Electronic equipment
Electrodes
Polydimethylsiloxane
7 Citations (Scopus)

Fatigue crack detection and localization using reference-free method

Soni, S., Kim, S. B. & Chattopadhyay, A., 2010, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7648. 76480U

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

Crack Detection
Crack detection
Fatigue Crack
Crack Tip
Crack tips
1 Citation (Scopus)

Fatigue damage prognosis of a cruciform structure under biaxial random and flight profile loading

Mohanty, S., Chattopadhyay, A., Peralta, P. & Quech, D., 2010, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7649. 76490C

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

Fatigue Damage
prognosis
fatigue life
Biaxial
Prognosis