Zbigniew W. Ras

234 papers B 5C 65Misc 6Journal 51Unranked 59

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards scalable action rule discovery: a structured vertical partitioning method. J. Intell. Inf. Syst. Aileen Benedict, Zbigniew W. Ras
2025	J	`jnl`	Enhancing Typhlo Music Therapy with Personalized Action Rules: A Data-Driven Approach. Inf. Aileen Benedict, Zbigniew W. Ras, Pawel Cylulko, Joanna Gladyszewska-Cylulko
2024	C	`conf`	Action Rules Discovery: Leveraging Attributes Correlation Based Vertical Partitioning. ISMIS Aileen Benedict, Zbigniew W. Ras
2024	J	`jnl`	Correction to: Jumping into the artistic deep end: building the catalogue raisonné. AI Soc. Todd Dobbs, Aileen Benedict, Zbigniew W. Ras
2024	C	`ed.`	Foundations of Intelligent Systems - 27th International Symposium, ISMIS 2024, Poitiers, France, June 17-19, 2024, Proceedings ISMIS Annalisa Appice, Hanane Azzag, Mohand-Said Hacid, Allel Hadjali, Zbigniew W. Ras
2023	J	`jnl`	Contemporary Art Authentication with Large-Scale Classification. Big Data Cogn. Comput. Todd Dobbs, Abdullah al-Raihan Nayeem, Isaac Cho, Zbigniew W. Ras
2023	J	`jnl`	Developing customer attrition management system: discovering action rules for making recommendations to retain customers. Appl. Intell. Yuehua Duan, Zbigniew W. Ras
2023	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I PKDD/ECML Workshops (1) Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami
2023	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II PKDD/ECML Workshops (2) Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami
2022	J	`jnl`	A data-driven approach to clinical decision support in tinnitus retraining therapy. Frontiers Neuroinformatics Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff
2022	J	`jnl`	Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. Inf. Syst. Frontiers Mamoun T. Mardini, Zbigniew W. Ras
2022	C	`ed.`	Foundations of Intelligent Systems - 26th International Symposium, ISMIS 2022, Cosenza, Italy, October 3-5, 2022, Proceedings ISMIS Michelangelo Ceci, Sergio Flesca, Elio Masciari, Giuseppe Manco, Zbigniew W. Ras
2022	J	`jnl`	Jumping into the artistic deep end: building the catalogue raisonné. AI Soc. Todd Dobbs, Aileen Benedict, Zbigniew W. Ras
2022	J	`jnl`	On art authentication and the Rijksmuseum challenge: A residual neural network approach. Expert Syst. Appl. Todd Dobbs, Zbigniew W. Ras
2022	J	`jnl`	Recommendation system for improving churn rate based on action rules and sentiment mining. Int. J. Data Min. Model. Manag. Yuehua Duan, Zbigniew W. Ras
2021	J	`jnl`	How to raise artwork prices using action rules, personalization and artwork visual features. J. Intell. Inf. Syst. Laurel Powell, Anna Gelich, Zbigniew W. Ras
2021	—	`ed.`	Intelligent Systems in Industrial Applications, 25th International Symposium, ISMIS 2020, Graz, Austria, September 23-25, 2020, Selected Papers from the Industrial Part. ISMIS (Industrial Paper) Martin Stettinger, Gerhard Leitner, Alexander Felfernig, Zbigniew W. Ras
2021	J	`jnl`	NLP-Based Customer Loyalty Improvement Recommender System (CLIRS2). Big Data Cogn. Comput. Katarzyna A. Tarnowska, Zbigniew W. Ras
2020	—	`ch.`	Applying Analytics to Artist Provided Text to Model Prices of Fine Art. Complex Pattern Mining Laurel Powell, Anna Gelich, Zbigniew W. Ras
2020	—	`book`	Complex Pattern Mining - New Challenges, Methods and Applications Complex Pattern Mining Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2020	—	`ed.`	ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings PKDD/ECML Workshops Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla
2020	C	`ed.`	Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Graz, Austria, September 23-25, 2020, Proceedings ISMIS Denis Helic, Gerhard Leitner, Martin Stettinger, Alexander Felfernig, Zbigniew W. Ras
2020	—	`ed.`	New Frontiers in Mining Complex Patterns - 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, - Würzburg, Germany, September 16, 2019, Revised Selected Papers NFMCP@PKDD/ECML Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2020	C	`conf`	The Construction of Action Rules to Raise Artwork Prices. ISMIS Laurel Powell, Anna Gelich, Zbigniew W. Ras
2019	—	`ch.`	Can We Build Recommender System for Artwork Evaluation? Intelligent Methods and Big Data in Industrial Applications Cezary Pawlowski, Anna Gelich, Zbigniew W. Ras
2019	—	`conf`	Developing Artwork Pricing Models for Online Art Sales Using Text Analytics. IJCRS Laurel Powell, Anna Gelich, Zbigniew W. Ras
2019	J	`jnl`	Effect of speech segment samples selection in stutter block detection and remediation. J. Intell. Inf. Syst. Pierre Arbajian, Ayman Hajja, Zbigniew W. Ras, Alicja A. Wieczorkowska
2019	J	`jnl`	Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. Inf. Sci. Mamoun T. Mardini, Zbigniew W. Ras
2019	J	`jnl`	Sentiment analysis of customer data. Web Intell. Katarzyna A. Tarnowska, Zbigniew W. Ras
2018	C	`conf`	Actionable Pattern Mining - A Scalable Data Distribution Method Based on Information Granules. ICMLA Arunkumar Bagavathi, Abhishek Tripathi, Angelina A. Tzacheva, Zbigniew W. Ras
2018	C	`ed.`	Foundations of Intelligent Systems - 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings ISMIS Michelangelo Ceci, Nathalie Japkowicz, Jiming Liu, George A. Papadopoulos, Zbigniew W. Ras
2018	C	`conf`	From Knowledge Discovery to Customer Attrition. ISMIS Katarzyna A. Tarnowska, Zbigniew W. Ras
2018	C	`conf`	Multipurpose Web-Platform for Labeling Audio Segments Efficiently and Effectively. ISMIS Ayman Hajja, Griffin P. Hiers, Pierre Arbajian, Zbigniew W. Ras, Alicja A. Wieczorkowska
2018	—	`ed.`	New Frontiers in Mining Complex Patterns - 6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers NFMCP@PKDD/ECML Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2018	J	`jnl`	Preface. Fundam. Informaticae Ladjel Bellatreche, Zbigniew W. Ras
2018	—	`ch.`	Visual Analysis of Relevant Features in Customer Loyalty Improvement Recommendation. Advances in Feature Selection for Data and Pattern Recognition Katarzyna A. Tarnowska, Zbigniew W. Ras, Lynn Daniel, Doug Fowler
2017	C	`conf`	A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients. ISMIS Mamoun Al-Mardini, Zbigniew W. Ras
2017	—	`book`	Decision Support System for Diagnosis and Treatment of Hearing Disorders - The Case of Tinnitus Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff
2017	C	`ed.`	Foundations of Intelligent Systems - 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings ISMIS Marzena Kryszkiewicz, Annalisa Appice, Dominik Slezak, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Ras
2017	—	`ed.`	New Frontiers in Mining Complex Patterns - 5th International Workshop, NFMCP 2016, Held in Conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016, Revised Selected Papers NFMCP@ECML/PKDD Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Zbigniew W. Ras
2017	—	`conf`	SARGS method for distributed actionable pattern mining using spark. IEEE BigData Arunkumar Bagavathi, Pranava Mummoju, Katarzyna A. Tarnowska, Angelina A. Tzacheva, Zbigniew W. Ras
2017	—	`conf`	Segment-Removal Based Stuttered Speech Remediation. NFMCP@PKDD/ECML Pierre Arbajian, Ayman Hajja, Zbigniew W. Ras, Alicja A. Wieczorkowska
2017	—	`conf`	User Friendly NPS-Based Recommender System for Driving Business Revenue. IJCRS (1) Zbigniew W. Ras, Katarzyna A. Tarnowska, Jieyan Kuang, Lynn Daniel, Doug Fowler
2016	—	`ed.`	New Frontiers in Mining Complex Patterns - 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015, Porto, Portugal, September 7, 2015, Revised Selected Papers NFMCP Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2016	—	`conf`	Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. NFMCP@PKDD/ECML Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye
2016	—	`conf`	Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. BDAS Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye, Youngjin Park, Jay Paulson, Yang Xiao
2015	C	`ed.`	Foundations of Intelligent Systems - 22nd International Symposium, ISMIS 2015, Lyon, France, October 21-23, 2015, Proceedings ISMIS Floriana Esposito, Olivier Pivert, Mohand-Saïd Hacid, Zbigniew W. Ras, Stefano Ferilli
2015	C	`conf`	Frequency Based Mapping of the STN Borders. ISMIS Konrad A. Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2015	—	`conf`	Hierarchical Agglomerative Method for Improving NPS. PReMI Jieyan Kuang, Zbigniew W. Ras, Albert Daniel
2015	C	`conf`	In Search for Best Meta-Actions to Boost Businesses Revenue. FQAS Jieyan Kuang, Zbigniew W. Ras
2015	—	`ch.`	Meta-actions as a Tool for Action Rules Evaluation. Feature Selection for Data and Pattern Recognition Hakim Touati, Zbigniew W. Ras, James Studnicki
2015	—	`ed.`	New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers NFMCP Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2015	C	`conf`	Personalized Meta-Action Mining for NPS Improvement. ISMIS Jieyan Kuang, Zbigniew W. Ras, Albert Daniel
2014	C	`ed.`	Foundations of Intelligent Systems - 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings ISMIS Troels Andreasen, Henning Christiansen, Juan Carlos Cubero Talavera, Zbigniew W. Ras
2014	J	`jnl`	Foundations of automatic system for intrasurgical localization of subthalamic nucleus in Parkinson patients. Web Intell. Agent Syst. Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2014	J	`jnl`	Hierarchical object-driven action rules. J. Intell. Inf. Syst. Ayman Hajja, Zbigniew W. Ras, Alicja Wieczorkowska
2014	—	`conf`	Hierarchically Structured Recommender System for Improving NPS of a Company. RSCTC Jieyan Kuang, Albert Daniel, Jill Johnston, Zbigniew W. Ras
2014	—	`conf`	Intraoperative Decision Making with Rough Set Rules for STN DBS in Parkinson Disease. Brain Informatics and Health Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2014	C	`conf`	Mining Surgical Meta-actions Effects with Variable Diagnoses' Number. ISMIS Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja Wieczorkowska
2014	—	`ed.`	New Frontiers in Mining Complex Patterns - Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers NFMCP Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2014	—	`conf`	Predicting Negative Side Effects of Surgeries Through Clustering. NFMCP Ayman Hajja, Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja A. Wieczorkowska
2014	J	`jnl`	Preface. Fundam. Informaticae Alfredo Cuzzocrea, Zbigniew W. Ras
2014	—	`ed.`	Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings RSEISP Marzena Kryszkiewicz, Chris Cornelis, Davide Ciucci, Jesús Medina-Moreno, Hiroshi Motoda, Zbigniew W. Ras
2014	J	`jnl`	Special issue on future directions for intelligent information systems. J. Intell. Inf. Syst. Larry Kerschberg, Zbigniew W. Ras
2014	C	`conf`	Spike Sorting Based upon PCA over DWT Frequency Band Selection. ISMIS Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2013	C	`conf`	Discrimination of the Micro Electrode Recordings for STN Localization during DBS Surgery in Parkinson's Patients. FQAS Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2013	—	`conf`	From Personalized to Hierarchically Structured Classifiers for Retrieving Music by Mood. NFMCP Amanda Cohen Mostafavi, Zbigniew W. Ras, Alicja A. Wieczorkowska
2013	J	`jnl`	Mining Meta-Actions for Action Rules Reduction. Fundam. Informaticae Hakim Touati, Zbigniew W. Ras
2013	J	`jnl`	Multi-label automatic indexing of music by cascade classifiers. Web Intell. Agent Syst. Wenxin Jiang, Zbigniew W. Ras
2013	—	`ed.`	New Frontiers in Mining Complex Patterns - First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers NFMCP Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2013	—	`ch.`	Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings. Rough Sets and Intelligent Systems (2) Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras
2012	C	`ed.`	Foundations of Intelligent Systems - 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings ISMIS Li Chen, Alexander Felfernig, Jiming Liu, Zbigniew W. Ras
2012	C	`conf`	Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson's Patients. ISMIS Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2012	C	`conf`	From Music to Emotions and Tinnitus Treatment, Initial Study. ISMIS Deepali Kohli, Zbigniew W. Ras, Pamela L. Thompson, Pawel J. Jastreboff, Alicja Wieczorkowska
2012	—	`conf`	Pair-Based Object-Driven Action Rules. NFMCP Ayman Hajja, Alicja Wieczorkowska, Zbigniew W. Ras, Ryszard Gubrynowicz
2012	J	`jnl`	Preface. Fundam. Informaticae Marzena Kryszkiewicz, Sergei A. Obiedkov, Zbigniew W. Ras
2011	C	`conf`	Action Reducts. ISMIS Seunghyun Im, Zbigniew W. Ras, Li-Shiang Tsay
2011	C	`ed.`	Foundations of Intelligent Systems - 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings ISMIS Marzena Kryszkiewicz, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Ras
2011	J	`jnl`	From data to classification rules and actions. Int. J. Intell. Syst. Zbigniew W. Ras, Agnieszka Dardzinska
2011	—	`ch.`	Mining Tinnitus Data Based on Clustering and New Temporal Features. Learning Structure and Schemas from Documents Cynthia Xin Zhang, Pamela L. Thompson, Zbigniew W. Ras, Pawel J. Jastreboff
2011	—	`ed.`	Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2011, Campus Scientifique de la Doua, Lyon, France, August 22-27, 2011 Web Intelligence Olivier Boissier, Boualem Benatallah, Mike P. Papazoglou, Zbigniew W. Ras, Mohand-Said Hacid
2011	C	`conf`	Report of the ISMIS 2011 Contest: Music Information Retrieval. ISMIS Bozena Kostek, Adam Kupryjanow, Pawel Zwan, Wenxin Jiang, Zbigniew W. Ras, Marcin Wojnarski, Joanna Swietlicka
2011	C	`conf`	Selection of the Optimal Microelectrode during DBS Surgery in Parkinson's Patients. ISMIS Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
2011	—	`ch.`	Supporting Consensus Reaching Processes under Fuzzy Preferences and a Fuzzy Majority via Linguistic Summaries and Action Rules. Consensual Processes Slawomir Zadrozny, Janusz Kacprzyk, Zbigniew W. Ras
2010	J	`jnl`	Action rule discovery from incomplete data. Knowl. Inf. Syst. Seunghyun Im, Zbigniew W. Ras, Hanna Wasyluk
2010	—	`conf`	Action rules and meta-actions. EGC Zbigniew W. Ras
2010	—	`book`	Advances in Intelligent Information Systems Advances in Intelligent Information Systems Zbigniew W. Ras, Li-Shiang Tsay
2010	—	`book`	Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski Advances in Machine Learning I Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk
2010	—	`book`	Advances in Machine Learning II, Dedicated to the Memory of Professor Ryszard S. Michalski Advances in Machine Learning II Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk
2010	—	`book`	Advances in Music Information Retrieval Advances in Music Information Retrieval Zbigniew W. Ras, Alicja Wieczorkowska
2010	Misc	`conf`	Association Action Rules and Action Paths Triggered by Meta-actions. GrC Angelina A. Tzacheva, Zbigniew W. Ras
2010	—	`conf`	Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures. RSCTC Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, Rory A. Lewis
2010	—	`ch.`	Cascade Classifiers for Hierarchical Decision Systems. Advances in Machine Learning I Zbigniew W. Ras, Agnieszka Dardzinska, Wenxin Jiang
2010	—	`ch.`	Clustering Driven Cascade Classifiers for Multi-indexing of Polyphonic Music by Instruments. Advances in Music Information Retrieval Wenxin Jiang, Zbigniew W. Ras, Alicja Wieczorkowska
2010	—	`ch.`	Emotion Based MIDI Files Retrieval System. Advances in Music Information Retrieval Jacek Grekow, Zbigniew W. Ras
2010	Misc	`conf`	From Tinnitus Data to Action Rules and Tinnitus Treatment. GrC Cynthia Xin Zhang, Zbigniew W. Ras, Pawel J. Jastreboff, Pamela L. Thompson
2010	J	`jnl`	How to Support Consensus Reaching Using Action Rules: a Novel Approach. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Janusz Kacprzyk, Slawomir Zadrozny, Zbigniew W. Ras
2010	—	`ch.`	Identification of Musical Instruments by Features Describing Sound Changes in Time. Advances in Intelligent Information Systems Elzbieta Kubera, Zbigniew W. Ras
2010	—	`ch.`	Multiple Classifiers for Different Features in Timbre Estimation. Advances in Intelligent Information Systems Wenxin Jiang, Cynthia Xin Zhang, Amanda Cohen, Zbigniew W. Ras
2010	—	`conf`	Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. ECML/PKDD (2) Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec
2009	C	`conf`	Action Rules Discovery Based on Tree Classifiers and Meta-actions. ISMIS Zbigniew W. Ras, Agnieszka Dardzinska
2009	—	`ch.`	Action Rules Mining. Encyclopedia of Data Warehousing and Mining Zbigniew W. Ras, Elzbieta Wyrzykowska, Li-Shiang Tsay
2009	C	`conf`	Action Rules in Consensus Reaching Process Support. ISDA Janusz Kacprzyk, Slawomir Zadrozny, Zbigniew W. Ras
2009	—	`book`	Advances in Information and Intelligent Systems Advances in Information and Intelligent Systems Zbigniew W. Ras, William Ribarsky
2009	—	`ch.`	Cooperative Multi-hierarchical Query Answering Systems. Encyclopedia of Complexity and Systems Science Zbigniew W. Ras, Agnieszka Dardzinska
2009	—	`ch.`	Data Confidentiality and Chase-Based Knowledge Discovery. Encyclopedia of Data Warehousing and Mining Seunghyun Im, Zbigniew W. Ras
2009	C	`conf`	Detecting Emotions in Classical Music from MIDI Files. ISMIS Jacek Grekow, Zbigniew W. Ras
2009	—	`ch.`	Extended Action Rule Discovery Based on Single Classification Rules and Reducts. Database Technologies: Concepts, Methodologies, Tools, and Applications Zbigniew W. Ras, Elzbieta Wyrzykowska
2009	—	`ch.`	Facial Recognition. Encyclopedia of Data Warehousing and Mining Rory A. Lewis, Zbigniew W. Ras
2009	C	`ed.`	Foundations of Intelligent Systems, 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings ISMIS Jan Rauch, Zbigniew W. Ras, Petr Berka, Tapio Elomaa
2009	—	`ch.`	Intelligent Query Answering. Encyclopedia of Data Warehousing and Mining Zbigniew W. Ras, Agnieszka Dardzinska
2009	—	`book`	Mining Complex Data Mining Complex Data Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, Hakim Hacid
2009	—	`ch.`	Music Instrument Estimation in Polyphonic Sound Based on Short-Term Spectrum Match. Foundations of Computational Intelligence (2) Wenxin Jiang, Alicja Wieczorkowska, Zbigniew W. Ras
2009	C	`conf`	On Reaching Consensus by a Group of Collaborating Agents. FQAS Zbigniew W. Ras, Agnieszka Dardzinska
2009	—	`ch.`	Polyphonic Music Information Retrieval Based on Multi-label Cascade Classification System. Advances in Information and Intelligent Systems Wenxin Jiang, Amanda Cohen, Zbigniew W. Ras
2009	—	`ch.`	Tree-Based Algorithms for Action Rules Discovery. Mining Complex Data Zbigniew W. Ras, Li-Shiang Tsay, Agnieszka Dardzinska
2008	C	`conf`	Action Rule Extraction from a Decision Table: ARED. ISMIS Seunghyun Im, Zbigniew W. Ras
2008	—	`conf`	Action Rules Discovery without Pre-existing Classification Rules. RSCTC Zbigniew W. Ras, Agnieszka Dardzinska
2008	—	`conf`	Association Action Rules. ICDM Workshops Zbigniew W. Ras, Agnieszka Dardzinska, Li-Shiang Tsay, Hanna Wasyluk
2008	C	`conf`	Discovering the Concise Set of Actionable Patterns. ISMIS Li-Shiang Tsay, Zbigniew W. Ras
2008	—	`ch.`	E-Action Rules. Data Mining: Foundations and Practice Li-Shiang Tsay, Zbigniew W. Ras
2008	C	`ed.`	Foundations of Intelligent Systems, 17th International Symposium, ISMIS 2008, Toronto, Canada, May 20-23, 2008, Proceedings ISMIS Aijun An, Stan Matwin, Zbigniew W. Ras, Dominik Slezak
2008	—	`conf`	Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering. ICDM Workshops Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras
2008	—	`conf`	Hierarchical Tree for Dissemination of Polyphonic Noise. RSCTC Rory A. Lewis, Amanda Cohen, Wenxin Jiang, Zbigniew W. Ras
2008	—	`ed.`	Mining Complex Data, ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers MCD Zbigniew W. Ras, Shusaku Tsumoto, Djamel A. Zighed
2008	—	`ch.`	Mining E-Action Rules, System DEAR. Data Mining: Foundations and Practice Zbigniew W. Ras, Li-Shiang Tsay
2008	C	`conf`	Mining Scalar Representations in a Non-tagged Music Database. ISMIS Rory A. Lewis, Wenxin Jiang, Zbigniew W. Ras
2008	—	`conf`	Multi-granularity Classification Rule Discovery Using ERID. RSKT Seunghyun Im, Zbigniew W. Ras, Li-Shiang Tsay
2008	—	`conf`	Reclassification Rules. ICDM Workshops Li-Shiang Tsay, Zbigniew W. Ras, Seunghyun Im
2008	—	`ch.`	Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix. New Challenges in Applied Intelligence Technologies Alicja Wieczorkowska, Elzbieta Kolczynska, Zbigniew W. Ras
2007	—	`conf`	ARAS: Action Rules Discovery Based on Agglomerative Strategy. MCD Zbigniew W. Ras, Elzbieta Wyrzykowska, Hanna Wasyluk
2007	—	`conf`	Analysis of Sound Features for Music Timbre Recognition. MUE Cynthia Xin Zhang, Zbigniew W. Ras
2007	—	`conf`	Constraint Based Action Rule Discovery with Single Classification Rules. RSFDGrC Angelina A. Tzacheva, Zbigniew W. Ras
2007	—	`conf`	Data Confidentiality Versus Chase. RSFDGrC Zbigniew W. Ras, Osman Gürdal, Seunghyun Im, Angelina A. Tzacheva
2007	—	`ch.`	Data Security and Chase. Encyclopedia of Information Ethics and Security Zbigniew W. Ras, Seunghyun Im
2007	—	`conf`	Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing. MCD Cynthia Xin Zhang, Zbigniew W. Ras, Agnieszka Dardzinska
2007	—	`conf`	From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study. IAT Pamela L. Thompson, Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras
2007	J	`jnl`	Knowledge discovery-based identification of musical pitches and instruments in polyphonic sounds. Eng. Appl. Artif. Intell. Rory A. Lewis, Cynthia Xin Zhang, Zbigniew W. Ras
2007	—	`conf`	MIRAI: Multi-hierarchical, FS-Tree Based Music Information Retrieval System. RSEISP Zbigniew W. Ras, Cynthia Xin Zhang, Rory A. Lewis
2007	—	`conf`	Maximum Likelihood Study for Sound Pattern Separation and Recognition. MUE Cynthia Xin Zhang, Krzysztof Marasek, Zbigniew W. Ras
2007	—	`conf`	Multi-way Hierarchic Classification of Musical Instrument Sounds. MUE Alicja Wieczorkowska, Zbigniew W. Ras, Cynthia Xin Zhang, Rory A. Lewis
2007	—	`conf`	Protection of Sensitive Data based on Reducts in a Distributed Knowledge Discovery System. MUE Seunghyun Im, Zbigniew W. Ras
2007	—	`conf`	Rules for Processing and Manipulating Scalar Music Theory. MUE Rory A. Lewis, Zbigniew W. Ras
2007	J	`jnl`	Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition. Fundam. Informaticae Cynthia Xin Zhang, Zbigniew W. Ras
2006	C	`conf`	Action Rules Discovery System DEAR_3. ISMIS Li-Shiang Tsay, Zbigniew W. Ras
2006	C	`conf`	Action Rules Discovery, a New Simplified Strategy. ISMIS Zbigniew W. Ras, Agnieszka Dardzinska
2006	C	`conf`	Blind Signal Separation of Similar Pitches and Instruments in a Noisy Polyphonic Domain. ISMIS Rory A. Lewis, Cynthia Xin Zhang, Zbigniew W. Ras
2006	C	`conf`	Cooperative Discovery of Interesting Action Rules. FQAS Agnieszka Dardzinska, Zbigniew W. Ras
2006	Misc	`conf`	Differentiated harmonic feature analysis on music information retrieval for instrument recognition. GrC Cynthia Xin Zhang, Zbigniew W. Ras
2006	Misc	`conf`	Discovering e-action rules from incomplete information systems. GrC Li-Shiang Tsay, Zbigniew W. Ras
2006	—	`ch.`	Extracting Rules from Incomplete Decision Systems: System ERID. Foundations and Novel Approaches in Data Mining Agnieszka Dardzinska, Zbigniew W. Ras
2006	C	`ed.`	Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings ISMIS Floriana Esposito, Zbigniew W. Ras, Donato Malerba, Giovanni Semeraro
2006	—	`conf`	Multi-Label Classification of Emotions in Music. Intelligent Information Systems Alicja Wieczorkowska, Piotr Synak, Zbigniew W. Ras
2006	J	`jnl`	Solving Failing Queries through Cooperation and Collaboration. World Wide Web Zbigniew W. Ras, Agnieszka Dardzinska
2005	J	`jnl`	Action rules discovery: system DEAR2, method and experiments. J. Exp. Theor. Artif. Intell. Li-Shiang Tsay, Zbigniew W. Ras
2005	J	`jnl`	Action rules mining. Int. J. Intell. Syst. Angelina A. Tzacheva, Zbigniew W. Ras
2005	—	`conf`	Creating Reliable Database for Experiments on Extracting Emotions from Music. Intelligent Information Systems Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras
2005	—	`conf`	Ensuring Data Security Against Knowledge Discovery in Distributed Information Systems. RSFDGrC (2) Seunghyun Im, Zbigniew W. Ras
2005	C	`conf`	Extracting Emotions from Music Data. ISMIS Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras
2005	C	`conf`	Failing Queries in Distributed Autonomous Information System. ISMIS Zbigniew W. Ras, Agnieszka Dardzinska
2005	C	`ed.`	Foundations of Intelligent Systems, 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings ISMIS Mohand-Said Hacid, Neil V. Murray, Zbigniew W. Ras, Shusaku Tsumoto
2005	—	`conf`	Innertron: New Methodology of Facial Recognition, Part I. Intelligent Information Systems Rory A. Lewis, Zbigniew W. Ras
2005	—	`conf`	Innertron: New Methodology of Facial Recognition, Part II. Intelligent Information Systems Rory A. Lewis, Zbigniew W. Ras
2005	—	`conf`	Knowledge Discovery Based Query Answering in Hierarchical Information Systems. RSFDGrC (2) Zbigniew W. Ras, Agnieszka Dardzinska, Osman Gürdal
2005	J	`jnl`	Knowledge discovery: dedicated to Jan M. Zytkow. J. Exp. Theor. Artif. Intell. Zbigniew W. Ras
2005	—	`conf`	Mining for Interesting Action Rules. IAT Zbigniew W. Ras, Angelina A. Tzacheva, Li-Shiang Tsay, Osman Gürdal
2005	J	`jnl`	Preface to special issue on knowledge discovery: Dedicated to Jan M. Zytkow. Int. J. Intell. Syst. Zbigniew W. Ras
2004	—	`conf`	Data Security and Null Value Imputation in Distributed Information Systems. MSRAS Zbigniew W. Ras, Agnieszka Dardzinska
2004	—	`conf`	Do We Need Automatic Indexing of Musical Instruments?. IMTCI Alicja Wieczorkowska, Zbigniew W. Ras
2004	—	`conf`	In Search for Action Rules of the Lowest Cost. MSRAS Zbigniew W. Ras, Angelina A. Tzacheva
2004	J	`jnl`	Ontology-based distributed autonomous knowledge systems. Inf. Syst. Zbigniew W. Ras, Agnieszka Dardzinska
2004	C	`conf`	Query Answering Based on Collaboration and Chase. FQAS Zbigniew W. Ras, Agnieszka Dardzinska
2004	—	`conf`	Rule Discovery by Axes-Driven Hyperplanes Construction. Intelligent Information Systems Zbigniew W. Ras, Agnieszka Dardzinska, Xingzhen Liu
2004	J	`jnl`	System ADReD for discovering rules based on hyperplanes. Eng. Appl. Artif. Intell. Zbigniew W. Ras, Agnieszka Dardzinska, Xingzhen Liu
2004	—	`conf`	Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2). Intelligent Information Systems Li-Shiang Tsay, Zbigniew W. Ras, Alicja Wieczorkowska
2003	—	`conf`	CHASE Active Mining Agnieszka Dardzinska, Zbigniew W. Ras
2003	—	`conf`	Discovering Extended Action-Rules (System DEAR). IIS Zbigniew W. Ras, Li-Shiang Tsay
2003	Misc	`conf`	Discovering Non-Standard Semantics of Semi-Stable Attributes. FLAIRS Angelina A. Tzacheva, Zbigniew W. Ras
2003	—	`conf`	Discovering Semantic Inconsistencies to Improve Action Rules Mining. IIS Zbigniew W. Ras, Angelina A. Tzacheva
2003	J	`jnl`	Editorial: Music Information Retrieval. J. Intell. Inf. Syst. Alicja Wieczorkowska, Zbigniew W. Ras
2003	C	`ed.`	Foundations of Intelligent Systems, 14th International Symposium, ISMIS 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings ISMIS Ning Zhong, Zbigniew W. Ras, Shusaku Tsumoto, Einoshin Suzuki
2003	C	`conf`	Representing Audio Data by FS-Trees and Adaptable TV-Trees. ISMIS Alicja Wieczorkowska, Zbigniew W. Ras, Li-Shiang Tsay
2003	J	`jnl`	The Wisdom Web: New Challenges for Web Intelligence (WI). J. Intell. Inf. Syst. Jiming Liu, Ning Zhong, Yiyu Yao, Zbigniew W. Ras
2002	—	`conf`	Action-rules, Re-classification of Objects and E-commerce. Intelligent Information Systems Zbigniew W. Ras, Shishir Gupta
2002	—	`conf`	Collaborative Query Processing in DKS Controlled by Reducts. Rough Sets and Current Trends in Computing Zbigniew W. Ras, Agnieszka Dardzinska
2002	C	`ed.`	Foundations of Intelligent Systems, 13th International Symposium, ISMIS 2002, Lyon, France, June 27-29, 2002, Proceedings ISMIS Mohand-Said Hacid, Zbigniew W. Ras, Djamel A. Zighed, Yves Kodratoff
2002	J	`jnl`	Global Action Rules in Distributed Knowledge Systems. Fundam. Informaticae Zbigniew W. Ras, Shishir Gupta
2002	C	`conf`	Handling Semantic Inconsistencies in Distributed Knowledge Systems Using Ontologies. ISMIS Zbigniew W. Ras, Agnieszka Dardzinska
2002	J	`jnl`	Handling Semantic Inconsistencies in Query Answering Based on Distributed Knowledge Mining. Int. J. Pattern Recognit. Artif. Intell. Zbigniew W. Ras, Agnieszka Dardzinska
2002	J	`jnl`	Reducts-driven query answering for distributed autonomous knowledge systems. Int. J. Intell. Syst. Zbigniew W. Ras
2001	—	`conf`	Audio Content Description in Sound Databases. Web Intelligence Alicja Wieczorkowska, Zbigniew W. Ras
2001	—	`conf`	The Role of Support and Confidence in Collaborative Query Answering. Intelligent Information Systems Zbigniew W. Ras
2000	—	`conf`	Action-Rules: How to Increase Profit of a Company. PKDD Zbigniew W. Ras, Alicja Wieczorkowska
2000	C	`conf`	Foundations and Discovery of Operational Definitions. ISMIS Jan M. Zytkow, Zbigniew W. Ras
2000	C	`ed.`	Foundations of Intelligent Systems, 12th International Symposium, ISMIS 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings ISMIS Zbigniew W. Ras, Setsuo Ohsuga
2000	J	`jnl`	Introduction. J. Intell. Inf. Syst. Zbigniew W. Ras, Andrzej Skowron
2000	—	`conf`	Mining for Action-Rules in Large Decision Tables Classifying Customers. Intelligent Information Systems Zbigniew W. Ras, Alicja Wieczorkowska
2000	J	`jnl`	Mining for Attribute Definitions in a Distributed Two-Layered DB System. J. Intell. Inf. Syst. Zbigniew W. Ras, Jan M. Zytkow
2000	C	`conf`	Query Answering in DAKS Based on Reducts. FQAS Zbigniew W. Ras
1999	—	`conf`	Discovering Rules in Information Trees. PKDD Zbigniew W. Ras
1999	B	`conf`	Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases. PAKDD Zbigniew W. Ras, Jan M. Zytkow
1999	C	`ed.`	Foundations of Intelligent Systems, 11th International Symposium, ISMIS '99, Warsaw, Poland, June 8-11, 1999, Proceedings ISMIS Zbigniew W. Ras, Andrzej Skowron
1999	—	`conf`	Mining distributed databases for attribute definitions. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Jan M. Zytkow, Zbigniew W. Ras
1998	—	`conf`	Handling Queries in Incomplete CKBS through Knowledge Discovery. Rough Sets and Current Trends in Computing Zbigniew W. Ras
1998	Misc	`conf`	Knowledge Discovery Objects and Queries in Distributed Knowledge Systems. AISC Zbigniew W. Ras, Jiyun Zheng
1997	J	`jnl`	Collaboration Control in Distributed Knowledge-Based Systems. Inf. Sci. Zbigniew W. Ras
1997	C	`ed.`	Foundations of Intelligent Systems, 10th International Symposium, ISMIS '97, Charlotte, North Carolina, USA, October 15-18, 1997, Proceedings ISMIS Zbigniew W. Ras, Andrzej Skowron
1997	J	`jnl`	Query Approximate Answering System for an Incomplete DKBS. Fundam. Informaticae Zbigniew W. Ras, Sucheta Joshi
1996	J	`jnl`	Cooperative Knowledge-Based Systems. Intell. Autom. Soft Comput. Zbigniew W. Ras
1996	C	`ed.`	Foundations of Intelligent Systems, 9th International Symposium, ISMIS '96, Zakopane, Poland, June 9-13, 1996, Proceedings ISMIS Zbigniew W. Ras, Maciej Michalewicz
1994	J	`jnl`	Guest Editors' Preface - Selected Papers from the ISMIS'93 Symposium. Fundam. Informaticae Henryk Jan Komorowski, Zbigniew W. Ras
1994	C	`ed.`	Methodologies for Intelligent Systems, 8th International Symposium, ISMIS '94, Charlotte, North Carolina, USA, October 16-19, 1994, Proceedings ISMIS Zbigniew W. Ras, Maria Zemankova
1993	C	`ed.`	Methodologies for Intelligent Systems, 7th International Symposium, ISMIS '93, Trondheim, Norway, June 15-18, 1993, Proceedings ISMIS Henryk Jan Komorowski, Zbigniew W. Ras
1991	C	`conf`	A Model of Information Sharing for Fault-Tolerant Flexible Manufacturing Systems. ISMIS Zbigniew W. Ras, Jing Xiao
1991	C	`ed.`	Methodologies for Intelligent Systems, 6th International Symposium, ISMIS '91, Charlotte, N.C., USA, October 16-19, 1991, Proceedings ISMIS Zbigniew W. Ras, Maria Zemankova
1991	J	`jnl`	Query processing in distributed information systems. Fundam. Informaticae Zbigniew W. Ras
1990	—	`conf`	Fault-Recovery and Intelligent Distributed System. ISMVL Zbigniew W. Ras
1989	—	`conf`	Imprecise Concept Learning within a Growing Language. ML Zbigniew W. Ras, Maria Zemankova
1988	J	`jnl`	Attributes and rough properties in information systems. Int. J. Approx. Reason. Keh-Hsun Chen, Zbigniew W. Ras, Andrzej Skowron
1988	C	`conf`	Learning Driven by the Concepts Structure. IPMU Zbigniew W. Ras, Maria Zemankova
1988	C	`conf`	Learning Machine for Probabilistically Describable Concepts. ISMIS Marek Karpinski, Zbigniew W. Ras
1988	C	`ed.`	Methodologies for Intelligent Systems, 3, Proceedings of the Third International Symposium on Methodologies for Intelligent Systems, Turin, Italy, October 12-15, 1988 ISMIS Zbigniew W. Ras, Lorenza Saitta
1987	C	`conf`	Learning in Rough Environment, an Optimization Procedure. ISMIS Zbigniew W. Ras, Cezary Z. Janikow
1987	C	`ed.`	Methodologies for Intelligent Systems, Proceedings of the Second International Symposium, Charlotte, North Carolina, USA, October 14-17, 1987 ISMIS Zbigniew W. Ras, Maria Zemankova
1987	C	`conf`	On Learning with Imperfect Teachers. ISMIS Alberto Pettorossi, Zbigniew W. Ras, Maria Zemankova
1986	B	`conf`	Learning in Knowledge Based System, a Possibilistic Approach. MFCS Zbigniew W. Ras, Maria Zemankova
1986	C	`ed.`	Proceedings of the ACM SIGART International Symposium on Methodologies for Intelligent Systems, ISMIS 1986, Knoxville, Tennessee, USA, October 22-24, 1986 ISMIS Zbigniew W. Ras, Maria Zemankova
1984	—	`conf`	Rough-sets based learning systems. Symposium on Computation Theory Zbigniew W. Ras, Maria Zemankova
1982	J	`jnl`	An algebraic approach to information retrieval systems. Int. J. Parallel Program. Zbigniew W. Ras
1981	J	`jnl`	Information retrieval systems, an algebraic approach I. Fundam. Informaticae Zbigniew W. Ras
1981	J	`jnl`	Information retrieval systems, an algebraic approach II. Fundam. Informaticae Zbigniew W. Ras
1978	B	`conf`	On Information Storage and Retrieval Systems: An Algebraic Approach, Part I. MFCS Zbigniew W. Ras
1976	B	`conf`	On a Relationship Between Programs of Address Machines and Mazurkiewicz Algorithms. MFCS Zbigniew W. Ras
1974	B	`conf`	Classification of Programs of a SPC. MFCS Zbigniew W. Ras