Penn State Clinical and Translational Science Institute (CTSI)

  • United States

Research Output 1971 2020

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Conference article
1993

Adaptive learning rate for increasing learning speed in backpropagation networks

Janakiraman, J. & Honavar, V., Aug 19 1993, In : Proceedings of SPIE - The International Society for Optical Engineering. 1966, p. 225-235 11 p.

Research output: Contribution to journalConference article

Adaptive Learning
Learning Rate
Back Propagation
Backpropagation
learning
2002
1 Citation (Scopus)

Gender affects sympathetic neurovascular control during postural stress

Shoemaker, J. K., Hughson, R. L. & Sinoway, L. I., Sep 1 2002, In : European Space Agency, (Special Publication) ESA SP. 501, p. 187-188 2 p.

Research output: Contribution to journalConference article

head up tilt
tilt
Muscle
gender
nerves
2003
20 Citations (Scopus)

A multi-relational decision tree learning algorithm - Implementation and experiments

Atramentov, A., Leiva, H. & Honavar, V., Dec 1 2003, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2835, p. 38-56 19 p.

Research output: Contribution to journalConference article

Tree Algorithms
Decision trees
Decision tree
Learning algorithms
Learning Algorithm
2004

On the gender orientation of the design task domain: Empirical study results

Okudan, G. E. & Mohammed, S., Dec 1 2004, In : Proceedings - Frontiers in Education Conference, FIE. 3

Research output: Contribution to journalConference article

gender
Product design
Education
Students
Chemical analysis
2005
6 Citations (Scopus)
Mitral Valve Insufficiency
Animal Models
Heart Ventricles
Ventricular Remodeling
Transesophageal Echocardiography
16 Citations (Scopus)

Information integration and knowledge acquisition from semantically heterogeneous biological data sources

Caragea, D., Pathak, J., Bao, J., Silvescu, A., Andorf, C., Dobbs, D. & Honavar, V., Oct 17 2005, In : Lecture Notes in Bioinformatics (Subseries of Lecture Notes in Computer Science). 3615, p. 175-190 16 p.

Research output: Contribution to journalConference article

Information Integration
Knowledge Acquisition
Knowledge acquisition
Ontology
Data warehouses
23 Citations (Scopus)

Learning classifiers for misuse detection using a bag of system calls representation

Kang, D. K., Fuller, D. & Honavar, V., Sep 26 2005, In : Lecture Notes in Computer Science. 3495, p. 511-516 6 p.

Research output: Contribution to journalConference article

Learning systems
Classifiers
Classifier
Machine Learning
Intrusion detection
7 Citations (Scopus)

Ontology-extended component-based workflows: A framework for constructing complex workflows from semantically heterogeneous software components

Pathak, J., Caragea, D. & Honavar, V. G., Sep 9 2005, In : Lecture Notes in Computer Science. 3372, p. 41-56 16 p.

Research output: Contribution to journalConference article

Software Components
Work Flow
Ontology
Acoustic waves
Framework
2006

Adapt OWL as a modular ontology language (A Position Paper)

Bao, J. & Honavar, V., Dec 1 2006, In : CEUR Workshop Proceedings. 216

Research output: Contribution to journalConference article

Ontology
Semantics
2 Citations (Scopus)
Semantic Web
Ontology
Semantics
2013
9 Citations (Scopus)

Incorporating expert terminology and disease risk factors into consumer health vocabularies

Seedor, M., Peterson, K. J., Nelsen, L. A., Cocos, C., McCormick, J., Chute, C. G. & Pathak, J., Jan 1 2013, In : Pacific Symposium on Biocomputing. p. 421-432 12 p.

Research output: Contribution to journalConference article

Vocabulary
Terminology
Health
Unified Medical Language System
Delivery of Health Care
5 Citations (Scopus)

Transportability from multiple environments with limited experiments

Bareinboim, E., Lee, S., Honavar, V. & Pearl, J., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Experiments
2015
2 Citations (Scopus)

Lifted representation of relational causal models revisited: Implications for reasoning and structure learning

Lee, S. & Honavar, V., Jan 1 2015, In : CEUR Workshop Proceedings. 1504, p. 56-65 10 p.

Research output: Contribution to journalConference article