Research Output 1970 2019

2017
2 Citations (Scopus)

Understanding and advancing graduate teaching assistants’ mathematical knowledge for teaching

Musgrave, S. & Carlson, M., Mar 1 2017, In : Journal of Mathematical Behavior. 45, p. 137-149 13 p.

Research output: Contribution to journalArticle

assistant
Teaching
graduate
Students
student
9 Citations (Scopus)

Unsupervised feature selection for outlier detection by modelling hierarchical value-feature couplings

Pang, G., Cao, L., Chen, L. & Liu, H., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 410-419 10 p. 7837865

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

Feature extraction
Labels
Data acquisition
Detectors
12 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
17 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
5 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
63 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)

29Si NMR investigations on alkali activated fly ash or slag: The role of the alkali cation

Dakhane, A., Peng, Z., Marzke, R. & Neithalath, N., 2016, In : American Concrete Institute, ACI Special Publication. 2016-January, SP 312, p. 91-103 13 p.

Research output: Contribution to journalArticle

Coal Ash
Alkalies
Fly ash
Slags
Cations
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
2 Citations (Scopus)

3D crack-like damage imaging using a novel inverse heat conduction framework

Peng, T. & Liu, Y., Nov 1 2016, In : International Journal of Heat and Mass Transfer. 102, p. 426-434 9 p.

Research output: Contribution to journalArticle

Heat conduction
conductive heat transfer
cracks
damage
Cracks

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
3 Citations (Scopus)

A characterization of a unified notion of mathematical function: the case of high school function and linear transformation

Zandieh, M., Ellis, J. & Rasmussen, C., Dec 5 2016, (Accepted/In press) In : Educational Studies in Mathematics . p. 1-18 18 p.

Research output: Contribution to journalArticle

Linear transformation
Linear algebra
school
student
Algebra
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
1 Citation (Scopus)

Advanced and in situ analytical methods for solar fuel materials

Chan, C., Tüysüz, H., Braun, A., Ranjan, C., La Mantia, F., Miller, B. K., Zhang, L., Crozier, P., Haber, J. A., Gregoire, J. M., Park, H. S., Batchellor, A. S., Trotochaud, L. & Boettcher, S. W., 2016, Topics in Current Chemistry. Springer Verlag, Vol. 371. p. 253-324 72 p. (Topics in Current Chemistry; vol. 371).

Research output: Chapter in Book/Report/Conference proceedingChapter

Throughput
Electrocatalysts
Photocatalysts
Electrochemical properties
Screening
132 Citations (Scopus)

Advanced High-Voltage Aqueous Lithium-Ion Battery Enabled by “Water-in-Bisalt” Electrolyte

Suo, L., Borodin, O., Sun, W., Fan, X., Yang, C., Wang, F., Gao, T., Ma, Z., Schroeder, M., von Cresce, A., Russell, S. M., Armand, M., Angell, C., Xu, K. & Wang, C., 2016, In : Angewandte Chemie - International Edition. 55, 25, p. 7136-7141 6 p.

Research output: Contribution to journalArticle

Electrolytes
Anodes
Salts
Ions
Water
2 Citations (Scopus)

Advances in rapid condition assessments of rock art sites: Rock Art Stability Index (RASI)

Cerveny, N. V., Dorn, R., Allen, C. D. & Whitley, D. S., Dec 1 2016, In : Journal of Archaeological Science: Reports. 10, p. 871-877 7 p.

Research output: Contribution to journalArticle

art
conservation
national park
threat
cause
9 Citations (Scopus)

A flexible all-inorganic fuel cell membrane with conductivity above Nafion, and durable operation at 150 °c

Ansari, Y., Tucker, T. G., Huang, W., Klein, I. S., Lee, S. Y., Yarger, J. & Angell, C., Jan 30 2016, In : Journal of Power Sources. 303, p. 142-149 8 p.

Research output: Contribution to journalArticle

Cell membranes
fuel cells
Fuel cells
membranes
Membranes
4 Citations (Scopus)

A methodology to extract the component size distributions in interground composite (limestone) cements

Arora, A., Vance, K., Sant, G. & Neithalath, N., Sep 15 2016, In : Construction and Building Materials. 121, p. 328-337 10 p.

Research output: Contribution to journalArticle

Calcium Carbonate
Limestone
Cements
Composite materials
Programmable logic controllers
17 Citations (Scopus)

A microstructure-guided constitutive modeling approach for random heterogeneous materials: Application to structural binders

Das, S., Maroli, A., Singh, S. S., Stannard, T., Xiao, X., Chawla, N. & Neithalath, N., Jun 15 2016, In : Computational Materials Science. 119, p. 52-64 13 p.

Research output: Contribution to journalArticle

Constitutive Modeling
Heterogeneous Materials
Binders
Microstructure
X-ray Tomography
12 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
1 Citation (Scopus)
interpersonal communication
communication skills
graduate
engineering
simulation

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
5 Citations (Scopus)

A Network Planning and Management Tool for mitigating the impact of spatially correlated failures in infrastructure networks

Das, A., Sen, A., Chunming, Q., Ghani, N. & Mitton, N., May 17 2016, Proceedings of the 2016 12th International Conference on the Design of Reliable Communication Networks, DRCN 2016. Institute of Electrical and Electronics Engineers Inc., p. 71-78 8 p. 7470837

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

Planning
Water power
Heterogeneous networks
Satellites
Communication
37 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
15 Citations (Scopus)

A nonlocal lattice particle model for fracture simulation of anisotropic materials

Chen, H., Jiao, Y. & Liu, Y., Apr 1 2016, In : Composites Part B: Engineering. 90, p. 141-151 11 p.

Research output: Contribution to journalArticle

Stiffness matrix
Anisotropy
Stiffness
Cracks
7 Citations (Scopus)

An optimized cross-linked network model to simulate the linear elastic material response of a smart polymer

Zhang, J., Koo, B., Subramanian, N., Liu, Y. & Chattopadhyay, A., Jul 1 2016, In : Journal of Intelligent Material Systems and Structures. 27, 11, p. 1461-1475 15 p.

Research output: Contribution to journalArticle

Polymers
Intelligent materials
Molecular dynamics
Cyclobutanes
Polymer matrix
11 Citations (Scopus)

A novel discrete computational tool for microstructure-sensitive mechanical analysis of composite materials

Chen, H., Xu, Y., Jiao, Y. & Liu, Y., Apr 6 2016, In : Materials Science and Engineering A. 659, p. 234-241 8 p.

Research output: Contribution to journalArticle

elastic properties
inclusions
microstructure
Microstructure
composite materials
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
25 Citations (Scopus)

A novel probabilistic approach for damage localization and prognosis including temperature compensation

Neerukatti, R. K., Hensberry, K., Kovvali, N. & Chattopadhyay, A., Mar 1 2016, In : Journal of Intelligent Material Systems and Structures. 27, 5, p. 592-607 16 p.

Research output: Contribution to journalArticle

Cracks
Temperature
Fatigue of materials
Compensation and Redress
Aluminum
29 Citations (Scopus)

An overview of sentiment analysis in social media and its applications in disaster relief

Beigi, G., Hu, X., Maciejewski, R. & Liu, H., 2016, Studies in Computational Intelligence. Springer Verlag, Vol. 639. p. 313-340 28 p. (Studies in Computational Intelligence; vol. 639).

Research output: Chapter in Book/Report/Conference proceedingChapter

Disasters
Competitive intelligence
World Wide Web
Websites
Visualization
4 Citations (Scopus)

An underwater acoustic communication scheme exploiting biological sounds

Elmoslimany, A., Zhou, M., Duman, T. M. & Papandreou-Suppappola, A., 2016, (Accepted/In press) In : Wireless Communications and Mobile Computing.

Research output: Contribution to journalArticle

Underwater acoustics
Biomimetics
Acoustic waves
Communication
Offshore oil fields
15 Citations (Scopus)
Crystallization
Water
Ice
Liquids
Specific heat
10 Citations (Scopus)

A pressure-transferable coarse-grained potential for modeling the shock Hugoniot of polyethylene

Agrawal, V., Peralta, P., Li, Y. & Oswald, J., Sep 14 2016, In : Journal of Chemical Physics. 145, 10, 104903.

Research output: Contribution to journalArticle

Polyethylene
polyethylenes
shock
Molecular dynamics
Thermodynamics
6 Citations (Scopus)

A Spatial-Context-Based Approach for Automated Spatial Change Analysis of Piece-Wise Linear Building Elements

Tang, P., Chen, G., Shen, Z. & Ganapathy, R., Jan 1 2016, In : Computer-Aided Civil and Infrastructure Engineering. 31, 1, p. 65-80 16 p.

Research output: Contribution to journalArticle

Ducts
Plumbing
Geometry
Project management
1 Citation (Scopus)

A special class of lotka–volterra models of bacteria-virus infection networks

Korytowski, D. A. & Smith, H., 2016, Applied Analysis in Biological and Physical Sciences - ICMBAA 2015. Springer New York LLC, Vol. 186. p. 113-119 7 p.

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

Lotka-Volterra Model
Volterra
Bacteria
Lyapunov Function
Virus
60 Citations (Scopus)

A survey of signed network mining in social media

Tang, J., Chang, Y., Aggarwal, C. & Liu, H., Sep 1 2016, In : ACM Computing Surveys. 49, 3, 42.

Research output: Contribution to journalArticle

Social Media
Signed
Mining
Electric network analysis
Network Analysis
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
6 Citations (Scopus)
Cyclobutanes
cyclobutane
Nanocomposites
Force Field
Precursor
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
1 Citation (Scopus)

Automatic Logical Inconsistency Detection in the National Bridge Inventory

Din, Z. U. & Tang, P., 2016, In : Procedia Engineering. 145, p. 729-737 9 p.

Research output: Contribution to journalArticle

Testing
3 Citations (Scopus)

Behaviour of rippled shocks from ablatively-driven Richtmyer-Meshkov in metals accounting for strength

Opie, S., Gautam, S., Fortin, E., Lynch, J., Peralta, P. & Loomis, E., May 26 2016, In : Journal of Physics: Conference Series. 717, 1, 012075.

Research output: Contribution to journalArticle

shock
phase transformations
perturbation
metals
iron
3 Citations (Scopus)

Bond Degradation-Induced Incompatible Strain between Steel Bars and Concrete in Corroded RC Beams

Zhang, X., Wang, L., Zhang, J. & Liu, Y., Dec 1 2016, In : Journal of Performance of Constructed Facilities. 30, 6, 04016058.

Research output: Contribution to journalArticle

Concretes
Degradation
Steel
Corrosion
Bending strength
3 Citations (Scopus)
Carbon Nanotubes
Chromium
Carbon nanotubes
Electrodes
Water cooling towers

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