Mehmed M. Kantardzic
Orcid: 0000-0002-6861-4434Affiliations:
- University of Louisville, Data Mining Lab, KY, USA
According to our database1,
Mehmed M. Kantardzic
authored at least 103 papers
between 1990 and 2024.
Collaborative distances:
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Bibliography
2024
Intell. Decis. Technol., 2024
Intertitles and Attention in Social Media Video Advertisements: An Exploration of EEG Viewpoints.
Proceedings of the 28th Pacific Asia Conference on Information Systems, 2024
2022
Dynamic Modeling With Integrated Concept Drift Detection for Predicting Real-Time Energy Consumption of Industrial Machines.
IEEE Access, 2022
Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection.
Proceedings of the Machine Learning for Healthcare Conference, 2022
Are Post-Hoc Explanation Methods for Prostate Lesion Detection Effective for Radiology End Use?
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
Heuristic ensemble for unsupervised detection of multiple types of concept drift in data stream classification.
Intell. Decis. Technol., 2021
Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
No Free Lunch Theorem for concept drift detection in streaming data classification: A review.
WIREs Data Mining Knowl. Discov., 2020
Multiple Interpretations Improve Deep Learning Transparency for Prostate Lesion Detection.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020
2019
Sloppiness mitigation in crowdsourcing: detecting and correcting bias for crowd scoring tasks.
Int. J. Data Sci. Anal., 2019
2018
WIREs Data Mining Knowl. Discov., 2018
Ubiquity, 2018
Neurocomputing, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the International Conference on Computing and Big Data, 2018
2017
Expert Syst. Appl., 2017
Proceedings of the Intelligence and Security Informatics - 12th Pacific Asia Workshop, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
2016
A grid density based framework for classifying streaming data in the presence of concept drift.
J. Intell. Inf. Syst., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
2015
Proceedings of the INNS Conference on Big Data 2015, 2015
Proceedings of the Advances in Data Mining: Applications and Theoretical Aspects, 2015
2014
An ensemble classification approach for handling spatio-temporal drifts in partially labeled data streams.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
RLS-A reduced labeled samples approach for streaming imbalanced data with concept drift.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014
2013
Flu Outbreak Detection Using Summarized Twitter Messages.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2013
Proceedings of the XXIV International Symposium on Information, 2013
2012
Int. J. Data Anal. Tech. Strateg., 2012
Proceedings of the Convergence and Hybrid Information Technology, 2012
Search Result Summaries Improved by Structure and Multimedia.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012
Proceedings of the Big Data Analytics, First International Conference, 2012
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012
2011
Int. J. Web Inf. Syst., 2011
CoRR, 2011
Proceedings of the 13th IEEE International Symposium on Web Systems Evolution, 2011
Proceedings of the First International Workshop on Searching and Integrating New Web Data Sources, 2011
Validation of Click Fraud Detection Models.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Efficient Approximate Semi-supervised Support Vector Machines through Submodular Optimization.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
New hierarchical model using SOM improves accuracy of classifiers for multiclass data sets.
Proceedings of the XXIII International Symposium on Information, 2011
2010
Proceedings of the 2010 IEEE Conference on Multisensor Fusion and Integration for Intelligent Systems, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Sentence Ranking for Search Document Summarization Based on the Wisdom of Three Search Engines.
Proceedings of the 2010 International Conference on Internet Computing, 2010
2009
Proceedings of the International Joint Conference on Neural Networks, 2009
How much Locality is Needed for Incremental RBF-SVM Learning?
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009
Hierarchical Clustering with CUDA/GPU.
Proceedings of the 22nd International Conference on Parallel and Distributed Computing and Communication Systems, 2009
2008
The New Generation of Automatic Landmark Detection Systems: Challenges and Guidelines.
Spatial Cogn. Comput., 2008
Proceedings of the Third International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2008), 2008
Incremental Learning Using Partly Labeled Data.
Proceedings of the ISCA 23rd International Conference on Computers and Their Applications, 2008
2007
CoRR, 2007
Proceedings of the User Modeling 2007, 11th International Conference, 2007
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007
Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007
MSP-CACRR: Multidimensional Sequential Patterns Based Call Admission Control and Resource Reservation for Next-Generation Wireless Cellular Networks.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007
Indicators of Network-Wide Traffic Dynamics: Random Matrix Theory Approach.
Proceedings of the ISCA 20th International Conference on Computer Applications in Industry and Engineering, 2007
2006
User mobility oriented predictive call admission control and resource reservation for next-generation mobile networks.
J. Parallel Distributed Comput., 2006
IEEE Internet Comput., 2006
The frequent wayfinding-sequence (FWS) methodology: Finding preferred routes in complex virtual environments.
Int. J. Hum. Comput. Stud., 2006
Proceedings of the Proceedings VRCIA 2006 ACM International Conference on Virtual Reality Continuum and its Applications, 2006
Proceedings of the IEEE Virtual Reality Conference, 2006
Proceedings of the Entertainment Computing, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Cost-Sensitive Analysis in Multiple Time Series Prediction.
Proceedings of the 2006 International Conference on Data Mining, 2006
Computer-aided item selection for the cycle counting procedure.
Proceedings of the ISCA 19th International Conference on Computer Applications in Industry and Engineering, 2006
2005
Proceedings of the 3rd international workshop on Link discovery, 2005
Proceedings of the Intelligence and Security Informatics, 2005
Route Recommendations: Navigation Assistance in Complex Virtual Environments.
Proceedings of the 20th International Conference on Computers and Their Applications, 2005
CCFDP: Collaborative Click Fraud Detection and Prevention System.
Proceedings of the ISCA 18th International Conference on Computer Applications in Industry and Engineering, 2005
2004
The time diversification monitoring of a stock portfolio: an approach based on the fractal dimension.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
A Data Mining Approach for Call Admission Control and Resource Reservation in Wireless Mobile Networks.
Proceedings of the Advances in Data Mining, 2004
2003
Toward Autonomic Distributed Data Mining with Intelligent Web Services.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003
Efficient Implementation of Strong Negative Association Rules.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003
2002
Proceedings of the Seventh IEEE Symposium on Computers and Communications (ISCC 2002), 2002
A Distributed Agent Architecture for Human Operations in Space.
Proceedings of the 11th Conference on Intelligent Systems: Emerging Technologies, 2002
2001
Artificial Neural Networks (ANN) Approach in Diagnostics of Polycythemia Vera.
Int. J. Comput. Their Appl., 2001
Artificial neural network approach to data analysis and parameter estimation in experimental spectroscopy.
Informatica (Slovenia), 2001
Data Mining Approach in a Selection of Laparoscopic Techniques.
Proceedings of the ISCA 10th International Conference on Intelligent Systems, 2001
2000
New diagnostic criteria for polycythemia rubra vera: Artificial neural network approach.
Proceedings of the ISCA 15th International Conference Computers and Their Applications, 2000
Artificial Neural Networks Approach in Diagnostics of Polycythemia Vera.
Proceedings of the ISCA 9th International Conference on Intelligent Systems, 2000
1999
IEEE Trans. Neural Networks, 1999
1997
1991
Proceedings of the Trends in Artificial Intelligence, 1991
1990
A Comprehensive Environment for Computer Aid in Technical Security System Design.
Proceedings of the International Conference on Database and Expert Systems Applications, 1990