Research Output 1970 2019

2017
14 Citations (Scopus)

Toward personalized relational learning

Li, J., Wu, L., Zaïane, O. R. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 444-452 9 p.

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

Feature extraction
Composite materials
Experiments
12 Citations (Scopus)

Toward time-evolving feature selection on dynamic networks

Li, J., Hu, X., Jian, L. & Liu, H., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1003-1008 6 p. 7837940

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

Feature extraction
Disasters
Marketing
Topology
4 Citations (Scopus)

Tragedy of the commons in the chemostat

Schuster, M., Foxall, E., Finch, D., Smith, H. & De Leenheer, P., Dec 1 2017, In : PLoS One. 12, 12, e0186119.

Research output: Contribution to journalArticle

Chemostats
nutrient uptake
Nutrients
nutrients
Growth

Tumor growth dynamics with nutrient limitation and cell proliferation time delay

Alsheri, A., Alzahrani, E. O., Asiri, A., El-Dessoky, M. M. & Kuang, Y., Dec 1 2017, In : Discrete and Continuous Dynamical Systems - Series B. 22, 10, p. 3771-3782 12 p.

Research output: Contribution to journalArticle

Cell Proliferation
Tumor Growth
Cell proliferation
Nutrients
Tumors
2 Citations (Scopus)

Ultrasonic guided wave inspection and characterization of integrated circuit packages with delamination

Ikram, J., Li, G., Neerukatti, R. K. & Chattopadhyay, A., 2017, Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance - Proceedings of the 11th International Workshop on Structural Health Monitoring, IWSHM 2017. DEStech Publications, Vol. 2. p. 2320-2326 7 p.

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

Guided electromagnetic wave propagation
Ultrasonic waves
Delamination
Integrated circuits
Inspection
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
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

2018
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
3 Citations (Scopus)
Suspension bridges
Thermal gradients
Monitoring
Composite materials
Thermal stress
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

A biometric usability evaluation of instrument cluster and infotainment systems in two hybrid cars

Kula, I., Atkinson, R., Roscoe, R. & Branaghan, R., Jun 26 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

infotainment
biometry
Biometrics
Automobile instruments
automobile
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

Academic Stress of Native American Undergraduates: The Role of Ethnic Identity, Cultural Congruity, and Self-Beliefs

Chee, C. L., Shorty, G. & Kurpius, S., Sep 17 2018, (Accepted/In press) In : Journal of Diversity in Higher Education.

Research output: Contribution to journalArticle

ethnic identity
self-efficacy
self-esteem
regression
university
4 Citations (Scopus)

A critical plane-based model for mixed-mode delamination growth rate prediction under fatigue cyclic loadings

Liu, Y. & Zhang, C., Apr 15 2018, In : Composites Part B: Engineering. 139, p. 185-194 10 p.

Research output: Contribution to journalArticle

Delamination
Fatigue of materials
Energy release rate
Failure modes
Composite materials
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
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
3 Citations (Scopus)

A facile, robust and versatile finite element implementation to study the time-dependent behaviors of responsive gels

Wang, X., Zhai, Z., Chen, Y. & Jiang, H., Jul 1 2018, In : Extreme Mechanics Letters. 22, p. 89-97 9 p.

Research output: Contribution to journalArticle

Gels
Finite element method
Physics
Damping
Boundary conditions
22 Citations (Scopus)

A liquid-liquid transition in supercooled aqueous solution related to the HDA-LDA transition

Woutersen, S., Ensing, B., Hilbers, M., Zhao, Z. & Angell, C., Mar 9 2018, In : Science. 359, 6380, p. 1127-1131 5 p.

Research output: Contribution to journalArticle

aqueous solutions
liquids
water
pressure ice
crystallization
Teaching
Students
Innovation
Feedback
Taxonomies
2 Citations (Scopus)

A multi-level 3D data registration approach for supporting reliable spatial change classification of single-pier bridges

Kalasapudi, V. S., Tang, P., Xiong, W. & Shi, Y., Oct 1 2018, In : Advanced Engineering Informatics. 38, p. 187-202 16 p.

Research output: Contribution to journalArticle

Bridge piers
Beams and girders
Structural design
Bending (deformation)
Torsional stress

An algorithmic answer to the ore-type version of Dirac’s question on disjoint cycles

Kierstead, H., Kostochka, A. V., Molla, T. & Yager, D., Jan 1 2018, Springer Optimization and Its Applications. Springer International Publishing, p. 149-168 20 p. (Springer Optimization and Its Applications; vol. 139).

Research output: Chapter in Book/Report/Conference proceedingChapter

Paul Adrien Maurice Dirac
Disjoint
Multigraph
Cycle
Minimum Degree
1 Citation (Scopus)

Analysing robustness in intra-dependent and inter-dependent networks using a new model of interdependency

Banerjee, J., Basu, K. & Sen, A., Jan 1 2018, In : International Journal of Critical Infrastructures. 14, 2, p. 156-181 26 p.

Research output: Contribution to journalArticle

communication network
heuristics
Telecommunication networks
Critical infrastructures
Computational complexity
1 Citation (Scopus)

Analysis and design procedures for strain hardening flexural beam and panel

Yao, Y., Neithalath, N. & Mobasher, B., 2018, In : RILEM Bookseries. 15, p. 518-526 9 p.

Research output: Contribution to journalArticle

Strain hardening
Cements
Composite materials
Reinforced concrete
High performance concrete

An easy subexponential bound for online chain partitioning

Bosek, B., Krawczyk, T., Kierstead, H., Matecki, G. & Smith, M. E., May 25 2018, In : Electronic Journal of Combinatorics. 25, 2, #P2.28.

Research output: Contribution to journalArticle

Ladders
Poset
Partitioning
Online Algorithms

A new model to analyze power system dependencies

Padhee, M., Banerjee, J., Basu, K., Roy, S., Pal, A. & Sen, A., Mar 9 2018, 2018 IEEE Texas Power and Energy Conference, TPEC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1-6 6 p.

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

3 Citations (Scopus)

A New Version of the Lithium Ion Conducting Plastic Crystal Solid Electrolyte

Klein, I. S., Zhao, Z., Davidowski, S. K., Yarger, J. & Angell, C., Jan 1 2018, (Accepted/In press) In : Advanced Energy Materials.

Research output: Contribution to journalArticle

Solid electrolytes
Lithium
Electrolytes
Alkalies
Salts
1 Citation (Scopus)

Anomalous isoelectronic chalcogen rejection in 2D anisotropic vdW TiS3(1-:X)Se3x trichalcogenides

Agarwal, A., Qin, Y., Chen, B., Blei, M., Wu, K., Liu, L., Shen, Y., Wright, D., Green, M., Zhuang, H. & Tongay, S., Sep 7 2018, In : Nanoscale. 10, 33, p. 15654-15660 7 p.

Research output: Contribution to journalArticle

Chalcogens
Alloying
Selenium
Semiconductor materials
Phase diagrams
7 Citations (Scopus)

Anomalous mechanical behavior of nanocrystalline binary alloys under extreme conditions

Turnage, S. A., Rajagopalan, M., Darling, K. A., Garg, P., Kale, C., Bazehhour, B. G., Adlakha, I., Hornbuckle, B. C., Williams, C. L., Peralta, P. & Solanki, K., Dec 1 2018, In : Nature Communications. 9, 1, 2699.

Research output: Contribution to journalArticle

Phonons
Nanocrystalline alloys
Binary alloys
binary alloys
strain rate

A nondestructive evaluation and structural health monitoring framework for X-COR sandwich composites

Li, G., Neerukatti, R. K., Chattopadhyay, A., Rajadas, A. & Huff, D. W., Jan 1 2018, In : Annual Forum Proceedings - AHS International. 2018-May

Research output: Contribution to journalConference article

Guided electromagnetic wave propagation
Structural health monitoring
Delamination
Composite materials
Damage detection
2 Citations (Scopus)

A novel bayesian entropy network for probabilistic damage detection and classification

Wang, 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

Damage detection
Classifiers
Entropy
Composite structures
Experiments

A Sharp Dirac–Erdős Type Bound for Large Graphs

Kierstead, H., KOSTOCHKA, A. V. & McCONVEY, A., Mar 9 2018, (Accepted/In press) In : Combinatorics Probability and Computing. p. 1-11 11 p.

Research output: Contribution to journalArticle

Disjoint
Cycle
Graph in graph theory
Paul Adrien Maurice Dirac
Sufficient
2 Citations (Scopus)
Innovation
Teaching
Sustainable development
Students
Feedback

Atomistically-informed continuum modeling of damage mechanisms in radially-grown CNT nanocomposites

Venkatesan, K. R., Subramanian, N. & Chattopadhyay, A., Jan 1 2018, 33rd Technical Conference of the American Society for Composites 2018. DEStech Publications Inc., Vol. 3. p. 1941-1957 17 p.

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

Carbon Nanotubes
Carbon nanotubes
Nanocomposites
Continuum damage mechanics
Carbon fibers
9 Citations (Scopus)

Automatic building information model reconstruction in high-density urban areas: Augmenting multi-source data with architectural knowledge

Chen, K., Lu, W., Xue, F., Tang, P. & Li, L. H., Sep 1 2018, In : Automation in Construction. 93, p. 22-34 13 p.

Research output: Contribution to journalArticle

Roofs
Computational complexity
Automation
Geometry
Smart city
3 Citations (Scopus)

Bayesian Network inference for probabilistic strength estimation of aging pipeline systems

Dahire, S., Tahir, F., Jiao, Y. & Liu, Y., May 1 2018, In : International Journal of Pressure Vessels and Piping. 162, p. 30-39 10 p.

Research output: Contribution to journalArticle

Bayesian networks
Pipelines
Aging of materials
Pipe
Mechanical properties
11 Citations (Scopus)

Breakdown of the Stokes-Einstein relation above the melting temperature in a liquid phase-change material

Wei, S., Evenson, Z., Stolpe, M., Lucas, P. & Angell, C., Nov 30 2018, In : Science advances. 4, 11, eaat8632.

Research output: Contribution to journalArticle

phase change materials
liquid phases
breakdown
melting
viscosity
6 Citations (Scopus)

Buckypaper embedded self-sensing composite for real-time fatigue damage diagnosis and prognosis

Datta, S., Neerukatti, R. K. & Chattopadhyay, A., Nov 1 2018, In : Carbon. 139, p. 353-360 8 p.

Research output: Contribution to journalArticle

Fatigue damage
Fatigue crack propagation
Polymer matrix
Glass fibers
Laminates

Characterization of shallow water environments and waveform design for diversity

Jiang, Y., Shen, H. & Papandreou-Suppappola, A., Mar 21 2018, 2006 International Waveform Diversity and Design Conference, WDD 2006 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-7 7 p.

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

shallow water
waveforms
Water
Time varying systems
narrowband

Characterization of waveform performance in clutter for dynamically configured sensor systems

Sira, S. P., Papandreou-Suppappola, A. & Morrell, D., Mar 21 2018, 2006 International Waveform Diversity and Design Conference, WDD 2006 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-7 7 p.

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

clutter
waveforms
sensors
Sensors
Mean square error
1 Citation (Scopus)

Characterizing point cloud data density for spatial change-based maintenance planning of civil infrastructure systems

Chen, J., Tang, P. & Xiong, W., Jan 1 2018, Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 776-785 10 p.

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

Planning
Scanning
Engineers
Lasers
1 Citation (Scopus)

Characterizing the role of communications in teams carrying out building inspection

Shi, Y., Du, J., Tang, P. & Zhao, D., Jan 1 2018, Construction Research Congress 2018: Construction Project Management - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 554-564 11 p.

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

Inspection
Communication
Polarization
Testbeds
Quality assurance
3 Citations (Scopus)

Chilly climates, balancing acts, and shifting pathways: What happens towomen in STEM doctoral programs

Cabay, M., Bernstein, B., Rivers, M. & Fabert, N., Jan 31 2018, In : Social Sciences. 7, 2, 23.

Research output: Contribution to journalArticle

climate
engineering
incident
career
science
3 Citations (Scopus)

Chromatic numbers of exact distance graphs

van den Heuvel, J., Kierstead, H. & Quiroz, D. A., Jan 1 2018, (Accepted/In press) In : Journal of Combinatorial Theory. Series B.

Research output: Contribution to journalArticle

Distance Graph
Coloring
Chromatic number
Colouring
Graph in graph theory
16 Citations (Scopus)

Clinkering-free cementation by fly ash carbonation

Wei, Z., Wang, B., Falzone, G., La Plante, E. C., Okoronkwo, M. U., She, Z., Oey, T., Balonis, M., Neithalath, N., Pilon, L. & Sant, G., Jan 1 2018, In : Journal of CO2 Utilization. 23, p. 117-127 11 p.

Research output: Contribution to journalArticle

Coal Ash
Carbonation
cementation
Fly ash
fly ash
5 Citations (Scopus)

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

Information retrieval
Data privacy
Information services
Vector spaces
Cryptography