Dragutin Petkovic

66 papers A* 10B 5C 5Misc 6Journal 19Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Issues and Concerns About GenAI and How We Can Smartly Use It in Education. AAAI Spring Symposia Anoshua Chaudhuri, Dragutin Petkovic
2023	—	`conf`	San Francisco State University Graduate Certificate in Ethical AI - overview and early experiences. AAAI Spring Symposium: SRAI Denise Kleinrichert, Carlos Montemayor, Dragutin Petkovic
2022	J	`jnl`	It is not "accuracy vs. explainability" - we need both for trustworthy AI systems. CoRR Dragutin Petkovic
2021	J	`jnl`	Search and visualization of gene-drug-disease interactions for pharmacogenomics and precision medicine research using GeneDive. J. Biomed. Informatics Mike Wong, Paul Previde, Jack Cole, Brook Thomas, Nayana Laxmeshwar, Emily K. Mallory, Jake Lever, Dragutin Petkovic, Russ B. Altman, Anagha Kulkarni
2020	Misc	`conf`	AI Ethics and Values in Biomedicine - Technical Challenges and Solutions. PSB Dragutin Petkovic, Lester Kobzik, Reza Ghanadan
2020	—	`conf`	Random Forest Model and Sample Explainer for Non-experts in Machine Learning - Two Case Studies. ICPR Workshops (3) Dragutin Petkovic, A. Alavi, D. Cai, M. Wong
2019	J	`jnl`	PathFXweb: a web application for identifying drug safety and efficacy phenotypes. Bioinform. Jennifer L. Wilson, Mike Wong, Ajinkya Chalke, Nicholas Stepanov, Dragutin Petkovic, Russ B. Altman
2018	C	`conf`	From Explaining How Random Forest Classifier Predicts Learning of Software Engineering Teamwork to Guidance for Educators. FIE Dragutin Petkovic, Sabiha H. Barlaskar, Jizhou Yang, Rainer Todtenhoefer
2018	Misc	`conf`	GeneDive: A gene interaction search and visualization tool to facilitate precision medicine. PSB Paul Previde, Brook Thomas, Mike Wong, Emily K. Mallory, Dragutin Petkovic, Russ B. Altman, Anagha Kulkarni
2018	Misc	`conf`	Improving the explainability of Random Forest classifier - user centered approach. PSB Dragutin Petkovic, Russ B. Altman, Mike Wong, Arthur Vigil
2018	Misc	`conf`	Machine learning and deep analytics for biocomputing: Call for better explainability. PSB Dragutin Petkovic, Lester Kobzik, Christopher Ré
2016	J	`jnl`	Using Learning Analytics to Assess Capstone Project Teams. Computer Dragutin Petkovic
2016	C	`conf`	Using the random forest classifier to assess and predict student learning of Software Engineering Teamwork. FIE Dragutin Petkovic, Marc Sosnick-Pérez, Kazunori Okada, Rainer Todtenhoefer, Shihong Huang, Nidhi Miglani, Arthur Vigil
2014	B	`conf`	Microenvironment-Based Protein Function Analysis by Random Forest. ICPR Kazunori Okada, Lorenzo Flores, Mike Wong, Dragutin Petkovic
2014	C	`conf`	SETAP: Software engineering teamwork assessment and prediction using machine learning. FIE Dragutin Petkovic, Marc Sosnick-Pérez, Shihong Huang, Rainer Todtenhoefer, Kazunori Okada, Swati Arora, Ramasubramanian Sreenivasen, Lorenzo Flores, Sonai Dubey
2013	J	`jnl`	Toward objective and quantitative assessment and prediction of teamwork effectiveness in software engineering courses. ACM SIGSOFT Softw. Eng. Notes Shihong Huang, Dragutin Petkovic, Kazunori Okada, Marc H. Sosnick, Shenhaochen Zhu, Rainer Todtenhoefer
2012	C	`conf`	Work in progress: A machine learning approach for assessment and prediction of teamwork effectiveness in software engineering education. FIE Dragutin Petkovic, Kazunori Okada, Marc H. Sosnick, Aishwarya Iyer, Shenhaochen Zhu, Rainer Todtenhoefer, Shihong Huang
2011	C	`conf`	Work in progress - Elassys: Online tool for teamwork analysis and assessment in software engineering education. FIE Alexandr Mamei, Rainer Todtenhoefer, Dragutin Petkovic
2008	B	`conf`	Assessment and comparison of local and global SW engineering practices in a classroom setting. ITiCSE Dragutin Petkovic, Gary D. Thompson, Rainer Todtenhoefer
2008	—	`ch.`	The G2 Project: Establishing A CSU "Grand Grid" for Scientific Computing in Research and Education. Innovative Techniques in Instruction Technology, E-learning, E-assessment, and Education Spiros H. Courellis, Katherine A. Kantardjieff, Robert Chun, Kimberly Cousins, Patrick Fleming, Nicholas Kioussis, Brooke Lustig, Dragutin Petkovic, Shantanu Sharma, William Thibault, Faramarz Valafar
2006	B	`conf`	Teaching practical software engineering and global software engineering: evaluation and comparison. ITiCSE Dragutin Petkovic, Gary D. Thompson, Rainer Todtenhoefer
2005	—	`conf`	Asynchronous multimedia annotations for web-based collaboration in biology education. Storage and Retrieval Methods and Applications for Multimedia Dragutin Petkovic, E. Lank, F. A. Ramirez, S. Raghavendra, F. Chen, C. Pekiner, A. Fregoso, A. Marquez
2004	—	`conf`	BioMedia: multimedia information systems for biology research, education, and collaboration. Storage and Retrieval Methods and Applications for Multimedia E. Lank, Dragutin Petkovic, F. A. Ramirez-Weber, J. Hafernik, J. Hsieh, J. Maag, S. Pathuri, C. Pekiner, S. Raghavendra
2001	B	`conf`	Engineering the Web for Multimedia. Web Engineering Savitha Srinivasan, Dulce B. Ponceleon, Arnon Amir, Brian Blanchard, Dragutin Petkovic
2000	A*	`conf`	CueVideo: A System for Cross-Modal Search and Browse of Video Databases. CVPR Tanveer Fathima Syeda-Mahmood, Savitha Srinivasan, Arnon Amir, Dulce B. Ponceleon, Brian Blanchard, Dragutin Petkovic
2000	J	`jnl`	On describing color and shape information in images. Signal Process. Image Commun. Tanveer Fathima Syeda-Mahmood, Dragutin Petkovic
2000	A*	`conf`	Phonetic confusion matrix based spoken document retrieval. SIGIR Savitha Srinivasan, Dragutin Petkovic
2000	—	`conf`	Using Audio Time Scale Modification for Video Browsing. HICSS Arnon Amir, Dulce B. Ponceleon, Brian Blanchard, Dragutin Petkovic, Savitha Srinivasan, G. Cohen
1999	—	`conf`	"What is in that Video Anyway?" In Search of Better Browsing. ICMCS, Vol. 1 Savitha Srinivasan, Dulce B. Ponceleon, Arnon Amir, Dragutin Petkovic
1999	A*	`conf`	CueVideo: Automated Video/Audio Indexing and Browsing (demonstration abstract). SIGIR Arnon Amir, Savitha Srinivasan, Dulce B. Ponceleon, Dragutin Petkovic
1999	A*	`conf`	CueVideo: automated multimedia indexing and retrieval. ACM Multimedia (2) Dulce B. Ponceleon, Arnon Amir, Savitha Srinivasan, Tanveer Fathima Syeda-Mahmood, Dragutin Petkovic
1999	A*	`conf`	Towards robust features for classifying audio in the CueVideo system. ACM Multimedia (1) Savitha Srinivasan, Dragutin Petkovic, Dulce B. Ponceleon
1998	A*	`conf`	Key to Effective Video Retrieval: Effective Cataloging and Browsing. ACM Multimedia Dulce B. Ponceleon, Savitha Srinivasan, Arnon Amir, Dragutin Petkovic, Dan Diklic
1998	—	`conf`	Updates to the QBIC System. Storage and Retrieval for Image and Video Databases (SPIE) 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
1997	—	`conf`	Challenges and Opportunities for Pattern Recognition and Computer Vision Research in Year 2000 and Beyond. ICIAP (1) Dragutin Petkovic
1996	J	`jnl`	Content-Based Representation and Retrieval of Visual Media: A State-of-the-Art Review. Multim. Tools Appl. Philippe Aigrain, HongJiang Zhang, Dragutin Petkovic
1996	J	`jnl`	Erratum. Real Time Imaging Dragutin Petkovic
1996	Misc	`conf`	Recent applications of IBM's query by image content (QBIC). SAC 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
1996	Misc	`conf`	Workshop on multimedia applications (abstract only). SAC Borko Furht, Dragutin Petkovic, Arturo Pizano
1995	—	`conf`	Automatic and Semiautomatic Methods for Image Annotation and Retrieval in Query by Image Content (QBIC). Storage and Retrieval for Image and Video Databases (SPIE) Jonathan Ashley, Ron Barber, Myron Flickner, James L. Hafner, Denis Lee, Wayne Niblack, Dragutin Petkovic
1995	J	`jnl`	Query by Image and Video Content: The QBIC System. Computer Myron Flickner, Harpreet S. Sawhney, Jonathan Ashley, Qian Huang, Byron Dom, Monika Gorkani, Jim Hafner, Denis Lee, Dragutin Petkovic, David Steele, Peter Yanker
1995	—	`conf`	Querying Multimedia Data from Multiple Repositories by Content: the Garlic Project. VDB 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
1995	—	`conf`	Searching Images Using Ultimedia Manager. Storage and Retrieval for Image and Video Databases (SPIE) Harold Treat, Ed Ort, J. Ho, Mimi Vo, J. S. Jang, L. Hall, Frank Tung, Dragutin Petkovic
1995	—	`conf`	The Query By Image Content (QBIC) System. SIGMOD Conference Jonathan Ashley, Myron Flickner, James L. Hafner, Denis Lee, Wayne Niblack, Dragutin Petkovic
1995	—	`conf`	Towards Heterogeneous Multimedia Information Systems: The Garlic Approach. RIDE-DOM 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
1994	—	`conf`	Algorithms for automatic disk head/slider inspection. ICPR (1) Byron Dom, David Steele, Dragutin Petkovic, Lionel Kuhlmann
1994	J	`jnl`	Efficient and Effective Querying by Image Content. J. Intell. Inf. Syst. Christos Faloutsos, Ron Barber, Myron Flickner, Jim Hafner, Wayne Niblack, Dragutin Petkovic, William Equitz
1994	—	`conf`	Indexing for complex queries on a query-by-content image database. ICPR (1) Denis Lee, Ron Barber, Wayne Niblack, Myron Flickner, Jim Hafner, Dragutin Petkovic
1994	—	`conf`	Multimedia Manager: Query by Image Content and Its Applications. COMPCON 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
1994	—	`conf`	Query by Image Content using Multiple Objects and Multiple Features: Use Interface Issues. ICIP (2) Denis Lee, Ron Barber, Wayne Niblack, Myron Flickner, Jim Hafner, Dragutin Petkovic
1993	J	`jnl`	Design and implementation of a low-level image segmentation architecture - LISA. Mach. Vis. Appl. Wolf-Ekkehard Blanz, C. B. Shung, Charles E. Cox, W. Greiner, Byron Dom, Dragutin Petkovic
1993	—	`conf`	The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. Storage and Retrieval for Image and Video Databases (SPIE) Wayne Niblack, Ron Barber, William Equitz, Myron Flickner, Eduardo H. Glasman, Dragutin Petkovic, Peter Yanker, Christos Faloutsos, Gabriel Taubin
1991	A*	`conf`	Computer vision hardware using the Radon transform. CVPR W. B. Baringer, Robert W. Brodersen, Dragutin Petkovic
1991	J	`jnl`	Machine vision in the 1990s: Applications and how to get there. Mach. Vis. Appl. Dragutin Petkovic, J. Wilder, Masakazu Ejiri, Robert M. Haralick, Ramesh C. Jain, Peter A. Ruetz, Jack Sklansky, C. W. Swonger
1990	—	`conf`	Design and implementation of a low-level image segmentation architecture-LISA. ICPR (2) W. E. Blanz, C. B. Shung, Charles E. Cox, W. Greiner, Byron Dom, Dragutin Petkovic
1990	J	`jnl`	On improving the accuracy of the Hough transform. Mach. Vis. Appl. Wayne Niblack, Dragutin Petkovic
1989	A*	`conf`	The need for accuracy verification of machine vision algorithms and systems. CVPR Dragutin Petkovic
1988	A*	`conf`	Experiments and evaluations of rule based methods in image analysis. CVPR Wayne Niblack, Dragutin Petkovic, Dick Damian
1988	J	`jnl`	Machine Vision Algorithms for Automated Inspection Thin-Film Disk Heads. IEEE Trans. Pattern Anal. Mach. Intell. Jorge L. C. Sanz, Dragutin Petkovic
1988	A*	`conf`	On improving the accuracy of the Hough transform: theory, simulations, and experiments. CVPR Wayne Niblack, Dragutin Petkovic
1988	J	`jnl`	Projection-based high accuracy measurement of straight line edges. Mach. Vis. Appl. Dragutin Petkovic, Wayne Niblack, Myron Flickner
1988	B	`conf`	Robust multi-agent decision making in faulty environment. ICPR Amotz Bar-Noy, Danny Dolev, Dragutin Petkovic
1987	J	`jnl`	A Rule-Based System for Verifying Engineering Specifications in Industrial Visual Inspection Applications. IEEE Trans. Pattern Anal. Mach. Intell. Dragutin Petkovic, Eric B. Hinkle
1987	J	`jnl`	Computing Multi-Colored Polygonal Masks in Pipeline Architectures and Its Application to Automated Visual Inspection. Commun. ACM Jorge L. C. Sanz, Its'hak Dinstein, Dragutin Petkovic
1987	J	`jnl`	P J. Parallel Distributed Comput. Eric B. Hinkle, Jorge L. C. Sanz, Anil K. Jain, Dragutin Petkovic
1981	J	`jnl`	A procedure for multimicroprocessor system testing during development. Microprocess. Microsystems Borko Furht, Dragutin Petkovic