Dragutin Petkovic

Publication Activity (10 Years)

Years Active: 1981-2023
Publications (10 Years): 11

Top Topics

Candidate Genes

Technical Challenges

Conformal Prediction

Top Venues

Publications

Denise Kleinrichert, Carlos Montemayor, Dragutin Petkovic
San Francisco State University Graduate Certificate in Ethical AI - overview and early experiences. AAAI Spring Symposium: SRAI (2023)
Dragutin Petkovic
It is not "accuracy vs. explainability" - we need both for trustworthy AI systems. CoRR (2022)
Mike Wong, Paul Previde, Jack Cole, Brook Thomas, Nayana Laxmeshwar, Emily K. Mallory, Jake Lever, Dragutin Petkovic, Russ B. Altman, Anagha Kulkarni
Search and visualization of gene-drug-disease interactions for pharmacogenomics and precision medicine research using GeneDive. J. Biomed. Informatics 117 (2021)
Dragutin Petkovic, Lester Kobzik, Reza Ghanadan
AI Ethics and Values in Biomedicine - Technical Challenges and Solutions. PSB (2020)
Jennifer L. Wilson, Mike Wong, Ajinkya Chalke, Nicholas Stepanov, Dragutin Petkovic, Russ B. Altman
PathFXweb: a web application for identifying drug safety and efficacy phenotypes. Bioinform. 35 (21) (2019)
Dragutin Petkovic, Lester Kobzik, Christopher Ré
Machine learning and deep analytics for biocomputing: Call for better explainability. PSB (2018)
Paul Previde, Brook Thomas, Mike Wong, Emily K. Mallory, Dragutin Petkovic, Russ B. Altman, Anagha Kulkarni
GeneDive: A gene interaction search and visualization tool to facilitate precision medicine. PSB (2018)
Dragutin Petkovic, Russ B. Altman, Mike Wong, Arthur Vigil
Improving the explainability of Random Forest classifier - user centered approach. PSB (2018)
Dragutin Petkovic, Sabiha H. Barlaskar, Jizhou Yang, Rainer Todtenhoefer
From Explaining How Random Forest Classifier Predicts Learning of Software Engineering Teamwork to Guidance for Educators. FIE (2018)
Dragutin Petkovic
Using Learning Analytics to Assess Capstone Project Teams. Computer 49 (1) (2016)
Dragutin Petkovic, Marc Sosnick-Pérez, Kazunori Okada, Rainer Todtenhoefer, Shihong Huang, Nidhi Miglani, Arthur Vigil
Using the random forest classifier to assess and predict student learning of Software Engineering Teamwork. FIE (2016)
Dragutin Petkovic, Marc Sosnick-Pérez, Shihong Huang, Rainer Todtenhoefer, Kazunori Okada, Swati Arora, Ramasubramanian Sreenivasen, Lorenzo Flores, Sonai Dubey
SETAP: Software engineering teamwork assessment and prediction using machine learning. FIE (2014)
Kazunori Okada, Lorenzo Flores, Mike Wong, Dragutin Petkovic
Microenvironment-Based Protein Function Analysis by Random Forest. ICPR (2014)
Shihong Huang, Dragutin Petkovic, Kazunori Okada, Marc H. Sosnick, Shenhaochen Zhu, Rainer Todtenhoefer
Toward objective and quantitative assessment and prediction of teamwork effectiveness in software engineering courses. ACM SIGSOFT Softw. Eng. Notes 38 (1) (2013)
Dragutin Petkovic, Kazunori Okada, Marc H. Sosnick, Aishwarya Iyer, Shenhaochen Zhu, Rainer Todtenhoefer, Shihong Huang
Work in progress: A machine learning approach for assessment and prediction of teamwork effectiveness in software engineering education. FIE (2012)
Alexandr Mamei, Rainer Todtenhoefer, Dragutin Petkovic
Work in progress - Elassys: Online tool for teamwork analysis and assessment in software engineering education. FIE (2011)
Dragutin Petkovic, Gary D. Thompson, Rainer Todtenhoefer
Assessment and comparison of local and global SW engineering practices in a classroom setting. ITiCSE (2008)
Dragutin Petkovic, Gary D. Thompson, Rainer Todtenhoefer
Teaching practical software engineering and global software engineering: evaluation and comparison. ITiCSE (2006)
Dragutin Petkovic, E. Lank, F. A. Ramirez, S. Raghavendra, F. Chen, C. Pekiner, A. Fregoso, A. Marquez
Asynchronous multimedia annotations for web-based collaboration in biology education. Storage and Retrieval Methods and Applications for Multimedia (2005)
E. Lank, Dragutin Petkovic, F. A. Ramirez-Weber, J. Hafernik, J. Hsieh, J. Maag, S. Pathuri, C. Pekiner, S. Raghavendra
BioMedia: multimedia information systems for biology research, education, and collaboration. Storage and Retrieval Methods and Applications for Multimedia (2004)
Savitha Srinivasan, Dulce B. Ponceleon, Arnon Amir, Brian Blanchard, Dragutin Petkovic
Engineering the Web for Multimedia. Web Engineering (2001)
Savitha Srinivasan, Dragutin Petkovic
Phonetic confusion matrix based spoken document retrieval. SIGIR (2000)
Tanveer Fathima Syeda-Mahmood, Savitha Srinivasan, Arnon Amir, Dulce B. Ponceleon, Brian Blanchard, Dragutin Petkovic
CueVideo: A System for Cross-Modal Search and Browse of Video Databases. CVPR (2000)
Tanveer Fathima Syeda-Mahmood, Dragutin Petkovic
On describing color and shape information in images. Signal Process. Image Commun. 16 (1-2) (2000)
Arnon Amir, Dulce B. Ponceleon, Brian Blanchard, Dragutin Petkovic, Savitha Srinivasan, G. Cohen
Using Audio Time Scale Modification for Video Browsing. HICSS (2000)
Savitha Srinivasan, Dulce B. Ponceleon, Arnon Amir, Dragutin Petkovic
"What is in that Video Anyway?" In Search of Better Browsing. ICMCS, Vol. 1 (1999)
Dulce B. Ponceleon, Arnon Amir, Savitha Srinivasan, Tanveer Fathima Syeda-Mahmood, Dragutin Petkovic
CueVideo: automated multimedia indexing and retrieval. ACM Multimedia (2) (1999)
Arnon Amir, Savitha Srinivasan, Dulce B. Ponceleon, Dragutin Petkovic
CueVideo: Automated Video/Audio Indexing and Browsing (demonstration abstract). SIGIR (1999)
Savitha Srinivasan, Dragutin Petkovic, Dulce B. Ponceleon
Towards robust features for classifying audio in the CueVideo system. ACM Multimedia (1) (1999)
Wayne Niblack, Xiaoming Zhu, James L. Hafner, Thomas M. Breuel, Dulce B. Ponceleon, Dragutin Petkovic, Myron Flickner, Eli Upfal, Sigfredo I. Nin, Sanghoon Sull, Byron Dom, Boon-Lock Yeo, Savitha Srinivasan, Dan Zivkovic, Mike Penner
Updates to the QBIC System. Storage and Retrieval for Image and Video Databases (SPIE) (1998)
Dulce B. Ponceleon, Savitha Srinivasan, Arnon Amir, Dragutin Petkovic, Dan Diklic
Key to Effective Video Retrieval: Effective Cataloging and Browsing. ACM Multimedia (1998)
Dragutin Petkovic
Challenges and Opportunities for Pattern Recognition and Computer Vision Research in Year 2000 and Beyond. ICIAP (1) (1997)
Dragutin Petkovic
Erratum. Real Time Imaging 2 (4) (1996)
Borko Furht, Dragutin Petkovic, Arturo Pizano
Workshop on multimedia applications (abstract only). SAC (1996)
Philippe Aigrain, HongJiang Zhang, Dragutin Petkovic
Content-Based Representation and Retrieval of Visual Media: A State-of-the-Art Review. Multim. Tools Appl. 3 (3) (1996)
Dragutin Petkovic, Wayne Niblack, Myron Flickner, David Steele, Denis Lee, John Yin, Jim Hafner, Frank Tung, Harold Treat, Richard Dow, May Gee, Mimi Vo, Peter Vo, Bonnie J. Holt, Janet Hethorn, Kenneth Weiss, Peter Elliott, Colin Bird
Recent applications of IBM's query by image content (QBIC). SAC (1996)
William F. Cody, Laura M. Haas, Wayne Niblack, Manish Arya, Michael J. Carey, Ronald Fagin, Myron Flickner, Denis Lee, Dragutin Petkovic, Peter M. Schwarz, Joachim Thomas, Mary Tork Roth, John H. Williams, Edward L. Wimmers
Querying Multimedia Data from Multiple Repositories by Content: the Garlic Project. VDB (1995)
Myron Flickner, Harpreet S. Sawhney, Jonathan Ashley, Qian Huang, Byron Dom, Monika Gorkani, Jim Hafner, Denis Lee, Dragutin Petkovic, David Steele, Peter Yanker
Query by Image and Video Content: The QBIC System. Computer 28 (9) (1995)
Michael J. Carey, Laura M. Haas, Peter M. Schwarz, Manish Arya, William F. Cody, Ronald Fagin, Myron Flickner, Allen Luniewski, Wayne Niblack, Dragutin Petkovic, Joachim Thomas, John H. Williams, Edward L. Wimmers
Towards Heterogeneous Multimedia Information Systems: The Garlic Approach. RIDE-DOM (1995)
Jonathan Ashley, Ron Barber, Myron Flickner, James L. Hafner, Denis Lee, Wayne Niblack, Dragutin Petkovic
Automatic and Semiautomatic Methods for Image Annotation and Retrieval in Query by Image Content (QBIC). Storage and Retrieval for Image and Video Databases (SPIE) (1995)
Harold Treat, Ed Ort, J. Ho, Mimi Vo, J. S. Jang, L. Hall, Frank Tung, Dragutin Petkovic
Searching Images Using Ultimedia Manager. Storage and Retrieval for Image and Video Databases (SPIE) (1995)
Jonathan Ashley, Myron Flickner, James L. Hafner, Denis Lee, Wayne Niblack, Dragutin Petkovic
The Query By Image Content (QBIC) System. SIGMOD Conference (1995)
Denis Lee, Ron Barber, Wayne Niblack, Myron Flickner, Jim Hafner, Dragutin Petkovic
Query by Image Content using Multiple Objects and Multiple Features: Use Interface Issues. ICIP (2) (1994)
Denis Lee, Ron Barber, Wayne Niblack, Myron Flickner, Jim Hafner, Dragutin Petkovic
Indexing for complex queries on a query-by-content image database. ICPR (1) (1994)
Byron Dom, David Steele, Dragutin Petkovic, Lionel Kuhlmann
Algorithms for automatic disk head/slider inspection. ICPR (1) (1994)
Ron Barber, Myron Flickner, Jim Hafner, Denis Lee, Wayne Niblack, Dragutin Petkovic, Jonathan Ashley, T. McConnell, J. Ho, J. S. Jang, D. Berkowitz, Peter Yanker, Mimi Vo, D. Haas, D. Lassig, S. Tate, A. Chang, P. van Houten, J. Chang, T. Petersen, D. Lutrell, M. Snedden, P. Faust, C. Matteucci, M. Rayner, R. Peters, W. Beck, J. Witsett
Multimedia Manager: Query by Image Content and Its Applications. COMPCON (1994)
Christos Faloutsos, Ron Barber, Myron Flickner, Jim Hafner, Wayne Niblack, Dragutin Petkovic, William Equitz
Efficient and Effective Querying by Image Content. J. Intell. Inf. Syst. 3 (3/4) (1994)
Wolf-Ekkehard Blanz, C. B. Shung, Charles E. Cox, W. Greiner, Byron Dom, Dragutin Petkovic
Design and implementation of a low-level image segmentation architecture - LISA. Mach. Vis. Appl. 6 (4) (1993)
Wayne Niblack, Ron Barber, William Equitz, Myron Flickner, Eduardo H. Glasman, Dragutin Petkovic, Peter Yanker, Christos Faloutsos, Gabriel Taubin
The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. Storage and Retrieval for Image and Video Databases (SPIE) (1993)
W. B. Baringer, Robert W. Brodersen, Dragutin Petkovic
Computer vision hardware using the Radon transform. CVPR (1991)
Dragutin Petkovic, J. Wilder, Masakazu Ejiri, Robert M. Haralick, Ramesh C. Jain, Peter A. Ruetz, Jack Sklansky, C. W. Swonger
Machine vision in the 1990s: Applications and how to get there. Mach. Vis. Appl. 4 (2) (1991)
Wayne Niblack, Dragutin Petkovic
On improving the accuracy of the Hough transform. Mach. Vis. Appl. 3 (2) (1990)
W. E. Blanz, C. B. Shung, Charles E. Cox, W. Greiner, Byron Dom, Dragutin Petkovic
Design and implementation of a low-level image segmentation architecture-LISA. ICPR (2) (1990)
Dragutin Petkovic
The need for accuracy verification of machine vision algorithms and systems. CVPR (1989)
Amotz Bar-Noy, Danny Dolev, Dragutin Petkovic
Robust multi-agent decision making in faulty environment. ICPR (1988)
Dragutin Petkovic, Wayne Niblack, Myron Flickner
Projection-based high accuracy measurement of straight line edges. Mach. Vis. Appl. 1 (3) (1988)
Jorge L. C. Sanz, Dragutin Petkovic
Machine Vision Algorithms for Automated Inspection Thin-Film Disk Heads. IEEE Trans. Pattern Anal. Mach. Intell. 10 (6) (1988)
Wayne Niblack, Dragutin Petkovic, Dick Damian
Experiments and evaluations of rule based methods in image analysis. CVPR (1988)
Wayne Niblack, Dragutin Petkovic
On improving the accuracy of the Hough transform: theory, simulations, and experiments. CVPR (1988)
Eric B. Hinkle, Jorge L. C. Sanz, Anil K. Jain, Dragutin Petkovic
E: New Life for Projection-Based Image Processing. J. Parallel Distributed Comput. 4 (1) (1987)
Jorge L. C. Sanz, Its'hak Dinstein, Dragutin Petkovic
Computing Multi-Colored Polygonal Masks in Pipeline Architectures and Its Application to Automated Visual Inspection. Commun. ACM 30 (4) (1987)
Dragutin Petkovic, Eric B. Hinkle
A Rule-Based System for Verifying Engineering Specifications in Industrial Visual Inspection Applications. IEEE Trans. Pattern Anal. Mach. Intell. 9 (2) (1987)
Borko Furht, Dragutin Petkovic
A procedure for multimicroprocessor system testing during development. Microprocess. Microsystems 5 (7) (1981)