Penn State Clinical and Translational Science Institute (CTSI)

  • United States

Research Output 1971 2019

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Conference contribution
2019

Fairness in algorithmic decision making: An excursion through the lens of causality

Khademi, A., Foley, D., Lee, S. & Honavar, V. G., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2907-2914 8 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Lenses
Decision making
1 Citation (Scopus)

Improving image captioning by leveraging knowledge graphs

Zhou, Y., Sun, Y. & Honavar, V. G., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 283-293 11 p. 8658870. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Experiments

Multi-view network embedding via graph factorization clustering and co-regularized multi-view agreement

Sun, Y., Bui, N., Hsieh, T. Y. & Honavar, V. G., Feb 7 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Li, Z., Tong, H., Zhu, F. & Yu, J. (eds.). IEEE Computer Society, p. 1006-1013 8 p. 8637384. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

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

Factorization
Labeling
Labels
Experiments

Top-N-Rank: A Scalable List-wise Ranking Method for Recommender Systems

Liang, J., Hu, J., Dong, S. & Honavar, V. G., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1052-1058 7 p. 8621994. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Recommender systems
Computational complexity
Feedback
2018

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Hsieh, T. Y., Elmanzalawi, Y., Sun, Y. & Honavar, V. G., Jan 1 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Yin, H., Novais, P., Camacho, D. & Tallón-Ballesteros, A. J. (eds.). Springer Verlag, p. 740-752 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11314 LNCS).

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

Learning systems
Machine Learning
Gradient methods
Gradient
Gradient Descent
2 Citations (Scopus)

Microbiomarkers Discovery in Inflammatory Bowel Diseases using Network-Based Feature Selection

Abbas, M., Le, T., Bensmail, H., Honavar, V. G. & Elmanzalawi, Y., Aug 15 2018, ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 172-177 6 p. (ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Biomarkers
Inflammatory Bowel Diseases
Feature extraction
Metagenomics
Phenotype

PATENet: Pairwise Alignment of Time Evolving Networks

Gur, S. & Honavar, V. G., Jan 1 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Springer Verlag, p. 85-98 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

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

Pairwise
Brain
Alignment
Aging of materials
Topology

Toward personalized sleep-wake prediction from actigraphy

Khademi, A., Elmanzalawi, Y., Buxton, O. M. & Honavar, V. G., Apr 6 2018, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 414-417 4 p.

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

Actigraphy
Sleep
Individuality
Learning systems
Polysomnography
2017
2 Citations (Scopus)

Sleep/wake state prediction and sleep parameter estimation using unsupervised classification via clustering

Elmanzalawi, Y., Buxton, O. M. & Honavar, V. G., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 718-723 6 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

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

Actigraphy
Parameter estimation
Cluster Analysis
Sleep
Learning systems
2016
2 Citations (Scopus)

A characterization of Markov equivalence classes of Relational Causal Models under path semantics

Lee, S. & Honavar, V., Jan 1 2016, 32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016. Janzing, D. & Ihler, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 387-396 10 p. (32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016).

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

Equivalence classes
Semantics
Bayesian networks
Acoustic waves
17 Citations (Scopus)

Is providing mobile interventions "just-in-time" helpful? an experimental proof of concept study of just-in-time intervention for stress management

Smyth, J. M. & Heron, K. E., Dec 1 2016, 2016 IEEE Wireless Health, WH 2016. Institute of Electrical and Electronics Engineers Inc., p. 89-95 7 p. 7764561. (2016 IEEE Wireless Health, WH 2016).

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

Telemedicine
Cortisol
Biomarkers
Alcohols
Handheld Computers
1 Citation (Scopus)

Labeling actors in multi-view social networks by integrating information from within and across multiple views

Bui, N., Le, T. & Honavar, V., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 616-625 10 p. 7840654. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

Labeling
Labels
Classifiers
Experiments
8 Citations (Scopus)

On learning causal models from relational data

Lee, S. & Honavar, V., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3263-3270 8 p.

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

Acoustic waves
Model structures
Polynomials

Regulatory RNA

Dobbs, D., Brenner, S. E., Honavar, V. G., Jernigan, R. L., Laederach, A. & Morris, Q., 2016, Pacific Symposium on Biocomputing 2016, PSB 2016. World Scientific Publishing Co. Pte Ltd, p. 429-432 4 p.

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

RNA
Proteins
Genes
2015

Discovery informatics in biological and biomedical sciences: Research challenges and opportunities

Honavar, V., 2015, 20th Pacific Symposium on Biocomputing, PSB 2015. Stanford University, p. 482 1 p.

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

Systems Biology
1 Citation (Scopus)

Learning classifiers from remote RDF data stores augmented with RDFS subclass hierarchies

Lin, H. T., Bui, N. & Honavar, V., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M. H-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1807-1813 7 p. 7363953. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

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

Learning systems
Classifiers
Learning algorithms
Experiments
4 Citations (Scopus)

Temporal causality of social support in an online community for cancer survivors

Bui, N., Yen, J. & Honavar, V., Jan 1 2015, Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th International Conference, SBP 2015, Proceedings. Xu, K., Agarwal, N. & Osgood, N. (eds.). Springer Verlag, p. 13-23 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9021).

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

Online Communities
Causality
Cancer
Health
Moderators
2014
9 Citations (Scopus)

A Hybrid Model Predictive Control strategy for optimizing a smoking cessation intervention

Timms, K. P., Rivera, D. E., Piper, M. E. & Collins, L. M., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2389-2394 6 p. 6859466. (Proceedings of the American Control Conference).

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

Model predictive control
Drug therapy
Tobacco
Feedback
1 Citation (Scopus)

An analysis of conformational changes upon RNA-Protein binding

Sankar, K., Jernigan, R. L., Walia, R. R., Honavar, V. G., Mann, C. M. & Dobbs, D., Sep 20 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 592-593 2 p.

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

RNA-Binding Proteins
RNA
Proteins
Inborn Genetic Diseases
Protein Binding
20 Citations (Scopus)

"Every pregnancy is different": Designing mHealth interventions for the pregnancy ecology

Peyton, T., Poole, E., Reddy, M., Kraschnewski, J. & Chuang, C., Jan 1 2014, DIS 2014 - Proceedings of the 2014 ACM SIGCHI Conference on Designing Interactive Systems. Association for Computing Machinery, p. 577-586 10 p. (Proceedings of the Conference on Designing Interactive Systems: Processes, Practices, Methods, and Techniques, DIS).

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

Ecology
Health
mHealth
9 Citations (Scopus)

Information, sharing and support in pregnancy: Addressing needs for mhealth design

Peyton, T., Poole, E., Reddy, M., Kraschnewski, J. & Chuang, C., Jan 1 2014, CSCW 2014 - Companion Publication of the 17th ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 213-216 4 p.

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

Application programs
Education
Health
mHealth
1 Citation (Scopus)

Labeling actors in social networks using a heterogeneous graph kernel

Bui, N. & Honavar, V., Jan 1 2014, Social Computing, Behavioral-Cultural Modeling, and Prediction - 7th International Conference, SBP 2014, Proceedings. Springer Verlag, p. 27-34 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8393 LNCS).

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

Social Networks
Labeling
kernel
Labels
Classifiers
2013
1 Citation (Scopus)

Abstraction super-structuring normal forms: Towards a theory of structural induction

Silvescu, A. & Honavar, V., 2013, Algorithmic Probability and Friends: Bayesian Prediction and Artificial Intelligence - Papers from the Ray Solomonoff 85th Memorial Conference. Vol. 7070 LNAI. p. 339-350 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7070 LNAI).

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

Normal Form
Proof by induction
Reverse
Hidden Variables
Turing
4 Citations (Scopus)

Causal transportability of experiments on controllable subsets of variables: Z-transportability

Lee, S. & Honavar, V., 2013, Uncertainty in Artificial Intelligence - Proceedings of the 29th Conference, UAI 2013. p. 361-370 10 p.

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

Experiments
Acoustic waves
7 Citations (Scopus)

Clustering remote RDF data using SPARQL update queries

Qi, L., Lin, H. T. & Honavar, V., Aug 19 2013, 2013 IEEE 29th International Conference on Data Engineering Workshops, ICDEW 2013. p. 236-242 7 p. 6547456. (Proceedings - International Conference on Data Engineering).

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

Clustering algorithms
Learning systems
Communication
Experiments
10 Citations (Scopus)

Control systems engineering for understanding and optimizing smoking cessation interventions

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 1964-1969 6 p. 6580123. (Proceedings of the American Control Conference).

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

Systems engineering
Control systems
Drawing (graphics)
Health
Public health
15 Citations (Scopus)

Hybrid model predictive control for optimizing gestational weight gain behavioral interventions

Dong, Y., Rivera, D. E., Downs, D. S., Williams, J. S., Thomas, D. M. & Collins, L. M., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 1970-1975 6 p. 6580124. (Proceedings of the American Control Conference).

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

Model predictive control
Weight control
Public health
Education
Controllers
4 Citations (Scopus)

Learning classifiers from chains of multiple interlinked RDF data stores

Lin, H. T. & Honavar, V., Oct 28 2013, Proceedings - 2013 IEEE International Congress on Big Data, BigData 2013. p. 94-101 8 p. 6597124. (Proceedings - 2013 IEEE International Congress on Big Data, BigData 2013).

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

Classifiers
Computerized tomography
Learning algorithms
Data mining
Learning systems
2 Citations (Scopus)

Learning classifiers from distributional data

Lin, H. T., Lee, S., Bui, N. & Honavar, V., Oct 28 2013, Proceedings - 2013 IEEE International Congress on Big Data, BigData 2013. p. 302-309 8 p. 6597151. (Proceedings - 2013 IEEE International Congress on Big Data, BigData 2013).

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

Classifiers
Learning algorithms
Learning systems
Agglomeration
Experiments
4 Citations (Scopus)

Model checking of qualitative sensitivity preferences to minimize credential disclosure

Oster, Z. J., Santhanam, G. R., Basu, S. & Honavar, V., Jan 28 2013, Formal Aspects of Component Software - 9th International Symposium, FACS 2012, Revised Selected Papers. p. 205-223 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7684 LNCS).

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

Disclosure
Model checking
Model Checking
Servers
Minimise
9 Citations (Scopus)

M-transportability: Transportability of a causal effect from multiple environments

Lee, S. & Honavar, V., Dec 1 2013, Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013. p. 583-590 8 p. (Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013).

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

Information use
Experiments
3 Citations (Scopus)

Office worker response to fluorescent lamps of different CCT and lumen output

Wei, M., Houser, K. W., Orland, B., Lang, D. H., Ram, N., Sliwinski, M. J. & Bose, M., Nov 15 2013, AEI 2013: Building Solutions for Architectural Engineering - Proceedings of the 2013 Architectural Engineering National Conference. p. 554-563 10 p. (AEI 2013: Building Solutions for Architectural Engineering - Proceedings of the 2013 Architectural Engineering National Conference).

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

Fluorescent lamps
Color
Temperature
Electric lamps
Luminance
2 Citations (Scopus)

On the utility of abstraction in labeling actors in social networks

Bui, N. & Honavar, V., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 692-698 7 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

Labeling
Labels
Taxonomies
Heterogeneous networks
Logistics
5 Citations (Scopus)

Preference based service adaptation using service substitution

Santhanam, G. R., Basu, S. & Honavar, V., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. Vol. 1. p. 487-493 7 p. 6690055

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

Substitution reactions
Chemical analysis
Service oriented architecture (SOA)
Costs
1 Citation (Scopus)

Verifying Preferential Equivalence and Subsumption via Model Checking

Santhanam, G. R., Basu, S. & Honavar, V., 2013, Algorithmic Decision Theory - Third International Conference, ADT 2013, Proceedings. Vol. 8176 LNAI. p. 324-335 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8176 LNAI).

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

Temporal logic
Model checking
Model Checking
Semantics
Equivalence
2012
18 Citations (Scopus)

A dynamical systems model for improving gestational weight gain behavioral interventions

Dong, Y., Rivera, D. E., Thomas, D. M., Navarro-Barrientos, J. E., Downs, D. S., Williams, J. S. & Collins, L. M., 2012, 2012 American Control Conference, ACC 2012. p. 4059-4064 6 p. 6315424

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

Dynamical systems
Model predictive control
Public health
Energy balance
5 Citations (Scopus)

Predicting protective bacterial antigens using Random Forest classifiers

El-Manzalawy, Y., Dobbs, D. & Honavar, V., Nov 26 2012, 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012. p. 426-433 8 p. (2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012).

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

Bacterial Antigens
Antigens
Classifiers
Proteins
Bartonella
6 Citations (Scopus)

System identification modeling of a smoking cessation intervention

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., Oct 9 2012, SYSID 2012 - 16th IFAC Symposium on System Identification, Final Program. PART 1 ed. p. 786-791 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 16, no. PART 1).

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

Identification (control systems)
Feedback
Model structures
Availability
10 Citations (Scopus)

Unambiguity regularization for unsupervised learning of probabilistic grammars

Tu, K. & Honavar, V., Dec 1 2012, EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. p. 1324-1334 11 p. (EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference).

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

Unsupervised learning
Annealing
2011
6 Citations (Scopus)

Exemplar-based robust coherent biclustering

Tu, K., Ouyang, X., Han, D., Yu, Y. & Honavar, V., Dec 1 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 884-895 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

Message passing
Experiments
4 Citations (Scopus)

Failure analysis for composition of web services represented as labeled transition systems

Nadkarni, D., Basu, S., Honavar, V. & Lutz, R., Mar 31 2011, Web Services and Formal Methods - 7th International Workshop, WS-FM 2010, Revised Selected Papers. p. 161-175 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6551 LNCS).

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

Labeled Transition System
Failure Analysis
Web services
Failure analysis
Web Services
2 Citations (Scopus)

Identifying sustainable designs using preferences over sustainability attributes

Santhanam, G. R., Basu, S. & Honavar, V., 2011, Artificial Intelligence and Sustainable Design - Papers from the AAAI Spring Symposium, Technical Report. Vol. SS-11-02. p. 91-97 7 p.

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

Sustainable development
Shopping centers
Water supply
Ecodesign

Improving protein-RNA interface prediction by combining sequence homology based method with a naive bayes classifier: Preliminary results

Xue, L. C., Walia, R., EL-Manzalawy, Y., Dobbs, D. & Honavar, V., Dec 1 2011, 2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2011. p. 556-558 3 p.

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

Sequence Homology
RNA
Classifiers
Proteins
Gene expression regulation

Inclusion and identification in virtual workgroups: (When) does leader-member virtual communication matter?

Gajendran, R. S. & Joshi, A. A., 2011, Academy of Management 2011 Annual Meeting - West Meets East: Enlightening. Balancing. Transcending, AOM 2011. Academy of Management

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

Communication
Decision making
Inclusion
Virtual teams
Cultural orientation
12 Citations (Scopus)

Learning relational Bayesian classifiers from RDF data

Lin, H. T., Koul, N. & Honavar, V., Nov 2 2011, The Semantic Web, ISWC 2011 - 10th International Semantic Web Conference, Proceedings. PART 1 ed. p. 389-404 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7031 LNCS, no. PART 1).

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

Bayesian Classifier
Classifiers
Learning algorithms
Learning systems
Availability
9 Citations (Scopus)

Multi-instance multi-label learning for image classification with large vocabularies

Yakhnenko, O. & Honavar, V., 2011, BMVC 2011 - Proceedings of the British Machine Vision Conference 2011. British Machine Vision Association, BMVA

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

Image classification
Labels
Classifiers
Learning algorithms
Computer vision
7 Citations (Scopus)

On the utility of curricula in unsupervised learning of probabilistic grammars

Tu, K. & Honavar, V., Dec 1 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1523-1528 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

Unsupervised learning
Curricula
Learning algorithms
Experiments
3 Citations (Scopus)

Ranking docked models of protein-protein complexes using predicted partner-specific protein-protein interfaces: A preliminary study

Xue, L. C., Jordan, R. A., El-Manzalawy, Y., Dobbs, D. & Honavar, V., Dec 1 2011, 2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2011. p. 441-445 5 p. (2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2011).

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

Proteins
Conformations
Benchmarking
Software
2 Citations (Scopus)

Sleep disruption due to hospital noises

Ellenbogen, J. M., Buxton, O. M., Wang, W., Carballeira, A., O'Connor, S., Cooper, D., McKinney, S. M. & Solet, J. M., Dec 1 2011, 10th International Congress on Noise as a Public Health Problem 2011, ICBEN 2011 - Proceedings of the Institute of Acoustics. PART 3 ed. p. 618-626 9 p. (Proceedings of the Institute of Acoustics; vol. 33 2, no. PART 3).

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

sleep
acoustics
arousal
eye movements
electroencephalography
5 Citations (Scopus)

Verifying intervention policies to counter infection propagation over networks: A model checking approach

Santhanam, G. R., Suvorov, Y., Basu, S. & Honavar, V., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. Vol. 2. p. 1408-1414 7 p.

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

Model checking