Zbigniew W. Ras

ORCID

Publication Activity (10 Years)

Years Active: 1974-2023
Publications (10 Years): 28

Top Venues

ISMIS

J. Intell. Inf. Syst.

Fundam. Informaticae

NFMCP@PKDD/ECML

Publications

Yuehua Duan, Zbigniew W. Ras
Developing customer attrition management system: discovering action rules for making recommendations to retain customers. Appl. Intell. 53 (9) (2023)
Todd Dobbs, Abdullah al-Raihan Nayeem, Isaac Cho, Zbigniew W. Ras
Contemporary Art Authentication with Large-Scale Classification. Big Data Cogn. Comput. 7 (4) (2023)
Mamoun T. Mardini, Zbigniew W. Ras
Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. Inf. Syst. Frontiers 24 (1) (2022)
Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff
A data-driven approach to clinical decision support in tinnitus retraining therapy. Frontiers Neuroinformatics 16 (2022)
Todd Dobbs, Zbigniew W. Ras
On art authentication and the Rijksmuseum challenge: A residual neural network approach. Expert Syst. Appl. 200 (2022)
Yuehua Duan, Zbigniew W. Ras
Recommendation system for improving churn rate based on action rules and sentiment mining. Int. J. Data Min. Model. Manag. 14 (4) (2022)
Todd Dobbs, Aileen Benedict, Zbigniew W. Ras
Jumping into the artistic deep end: building the catalogue raisonné. AI Soc. 37 (3) (2022)
Laurel Powell, Anna Gelich, Zbigniew W. Ras
How to raise artwork prices using action rules, personalization and artwork visual features. J. Intell. Inf. Syst. 57 (3) (2021)
Katarzyna A. Tarnowska, Zbigniew W. Ras
NLP-Based Customer Loyalty Improvement Recommender System (CLIRS2). Big Data Cogn. Comput. 5 (1) (2021)
Laurel Powell, Anna Gelich, Zbigniew W. Ras
The Construction of Action Rules to Raise Artwork Prices. ISMIS (2020)
Pierre Arbajian, Ayman Hajja, Zbigniew W. Ras, Alicja A. Wieczorkowska
Effect of speech segment samples selection in stutter block detection and remediation. J. Intell. Inf. Syst. 53 (2) (2019)
Mamoun T. Mardini, Zbigniew W. Ras
Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. Inf. Sci. 485 (2019)
Laurel Powell, Anna Gelich, Zbigniew W. Ras
Developing Artwork Pricing Models for Online Art Sales Using Text Analytics. IJCRS (2019)
Katarzyna A. Tarnowska, Zbigniew W. Ras
Sentiment analysis of customer data. Web Intell. 17 (4) (2019)
Ladjel Bellatreche, Zbigniew W. Ras
Preface. Fundam. Informaticae 162 (4) (2018)
Katarzyna A. Tarnowska, Zbigniew W. Ras
From Knowledge Discovery to Customer Attrition. ISMIS (2018)
Arunkumar Bagavathi, Abhishek Tripathi, Angelina A. Tzacheva, Zbigniew W. Ras
Actionable Pattern Mining - A Scalable Data Distribution Method Based on Information Granules. ICMLA (2018)
Ayman Hajja, Griffin P. Hiers, Pierre Arbajian, Zbigniew W. Ras, Alicja A. Wieczorkowska
Multipurpose Web-Platform for Labeling Audio Segments Efficiently and Effectively. ISMIS (2018)
Arunkumar Bagavathi, Pranava Mummoju, Katarzyna A. Tarnowska, Angelina A. Tzacheva, Zbigniew W. Ras
SARGS method for distributed actionable pattern mining using spark. IEEE BigData (2017)
Mamoun Al-Mardini, Zbigniew W. Ras
A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients. ISMIS (2017)
Zbigniew W. Ras, Katarzyna A. Tarnowska, Jieyan Kuang, Lynn Daniel, Doug Fowler
User Friendly NPS-Based Recommender System for Driving Business Revenue. IJCRS (1) (2017)
Pierre Arbajian, Ayman Hajja, Zbigniew W. Ras, Alicja A. Wieczorkowska
Segment-Removal Based Stuttered Speech Remediation. NFMCP@PKDD/ECML (2017)
Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye, Youngjin Park, Jay Paulson, Yang Xiao
Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. BDAS (2016)
Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye
Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. NFMCP@PKDD/ECML (2016)
Jieyan Kuang, Zbigniew W. Ras
In Search for Best Meta-Actions to Boost Businesses Revenue. FQAS (2015)
Jieyan Kuang, Zbigniew W. Ras, Albert Daniel
Hierarchical Agglomerative Method for Improving NPS. PReMI (2015)
Konrad A. Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Frequency Based Mapping of the STN Borders. ISMIS (2015)
Jieyan Kuang, Zbigniew W. Ras, Albert Daniel
Personalized Meta-Action Mining for NPS Improvement. ISMIS (2015)
Jieyan Kuang, Albert Daniel, Jill Johnston, Zbigniew W. Ras
Hierarchically Structured Recommender System for Improving NPS of a Company. RSCTC (2014)
Larry Kerschberg, Zbigniew W. Ras
Special issue on future directions for intelligent information systems. J. Intell. Inf. Syst. 43 (3) (2014)
Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja Wieczorkowska
Mining Surgical Meta-actions Effects with Variable Diagnoses' Number. ISMIS (2014)
Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Intraoperative Decision Making with Rough Set Rules for STN DBS in Parkinson Disease. Brain Informatics and Health (2014)
Alfredo Cuzzocrea, Zbigniew W. Ras
Preface. Fundam. Informaticae 132 (2) (2014)
Ayman Hajja, Zbigniew W. Ras, Alicja Wieczorkowska
Hierarchical object-driven action rules. J. Intell. Inf. Syst. 42 (2) (2014)
Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Foundations of automatic system for intrasurgical localization of subthalamic nucleus in Parkinson patients. Web Intell. Agent Syst. 12 (1) (2014)
Ayman Hajja, Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja A. Wieczorkowska
Predicting Negative Side Effects of Surgeries Through Clustering. NFMCP (2014)
Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Spike Sorting Based upon PCA over DWT Frequency Band Selection. ISMIS (2014)
Wenxin Jiang, Zbigniew W. Ras
Multi-label automatic indexing of music by cascade classifiers. Web Intell. Agent Syst. 11 (2) (2013)
Amanda Cohen Mostafavi, Zbigniew W. Ras, Alicja A. Wieczorkowska
From Personalized to Hierarchically Structured Classifiers for Retrieving Music by Mood. NFMCP (2013)
Hakim Touati, Zbigniew W. Ras
Mining Meta-Actions for Action Rules Reduction. Fundam. Informaticae 127 (1-4) (2013)
Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Discrimination of the Micro Electrode Recordings for STN Localization during DBS Surgery in Parkinson's Patients. FQAS (2013)
Ayman Hajja, Alicja Wieczorkowska, Zbigniew W. Ras, Ryszard Gubrynowicz
Pair-Based Object-Driven Action Rules. NFMCP (2012)
Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson's Patients. ISMIS (2012)
Marzena Kryszkiewicz, Sergei A. Obiedkov, Zbigniew W. Ras
Preface. Fundam. Informaticae 115 (4) (2012)
Deepali Kohli, Zbigniew W. Ras, Pamela L. Thompson, Pawel J. Jastreboff, Alicja Wieczorkowska
From Music to Emotions and Tinnitus Treatment, Initial Study. ISMIS (2012)
Seunghyun Im, Zbigniew W. Ras, Li-Shiang Tsay
Action Reducts. ISMIS (2011)
Zbigniew W. Ras, Agnieszka Dardzinska
From data to classification rules and actions. Int. J. Intell. Syst. 26 (6) (2011)
Bozena Kostek, Adam Kupryjanow, Pawel Zwan, Wenxin Jiang, Zbigniew W. Ras, Marcin Wojnarski, Joanna Swietlicka
Report of the ISMIS 2011 Contest: Music Information Retrieval. ISMIS (2011)
Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski
Selection of the Optimal Microelectrode during DBS Surgery in Parkinson's Patients. ISMIS (2011)
Angelina A. Tzacheva, Zbigniew W. Ras
Association Action Rules and Action Paths Triggered by Meta-actions. GrC (2010)
Zbigniew W. Ras
Action rules and meta-actions. EGC (2010)
Cynthia Xin Zhang, Zbigniew W. Ras, Pawel J. Jastreboff, Pamela L. Thompson
From Tinnitus Data to Action Rules and Tinnitus Treatment. GrC (2010)
Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, Rory A. Lewis
Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures. RSCTC (2010)
Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec
Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. ECML/PKDD (2) (2010)
Janusz Kacprzyk, Slawomir Zadrozny, Zbigniew W. Ras
How to Support Consensus Reaching Using Action Rules: a Novel Approach. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18 (4) (2010)
Seunghyun Im, Zbigniew W. Ras, Hanna Wasyluk
Action rule discovery from incomplete data. Knowl. Inf. Syst. 25 (1) (2010)
Jacek Grekow, Zbigniew W. Ras
Detecting Emotions in Classical Music from MIDI Files. ISMIS (2009)
Zbigniew W. Ras, Agnieszka Dardzinska
On Reaching Consensus by a Group of Collaborating Agents. FQAS (2009)
Janusz Kacprzyk, Slawomir Zadrozny, Zbigniew W. Ras
Action Rules in Consensus Reaching Process Support. ISDA (2009)
Zbigniew W. Ras, Agnieszka Dardzinska
Action Rules Discovery Based on Tree Classifiers and Meta-actions. ISMIS (2009)
Seunghyun Im, Zbigniew W. Ras, Li-Shiang Tsay
Multi-granularity Classification Rule Discovery Using ERID. RSKT (2008)
Rory A. Lewis, Wenxin Jiang, Zbigniew W. Ras
Mining Scalar Representations in a Non-tagged Music Database. ISMIS (2008)
Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras
Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering. ICDM Workshops (2008)
Li-Shiang Tsay, Zbigniew W. Ras, Seunghyun Im
Reclassification Rules. ICDM Workshops (2008)
Li-Shiang Tsay, Zbigniew W. Ras
Discovering the Concise Set of Actionable Patterns. ISMIS (2008)
Rory A. Lewis, Amanda Cohen, Wenxin Jiang, Zbigniew W. Ras
Hierarchical Tree for Dissemination of Polyphonic Noise. RSCTC (2008)
Seunghyun Im, Zbigniew W. Ras
Action Rule Extraction from a Decision Table: ARED. ISMIS (2008)
Zbigniew W. Ras, Agnieszka Dardzinska
Action Rules Discovery without Pre-existing Classification Rules. RSCTC (2008)
Zbigniew W. Ras, Agnieszka Dardzinska, Li-Shiang Tsay, Hanna Wasyluk
Association Action Rules. ICDM Workshops (2008)
Rory A. Lewis, Zbigniew W. Ras
Rules for Processing and Manipulating Scalar Music Theory. MUE (2007)
Zbigniew W. Ras, Elzbieta Wyrzykowska, Hanna Wasyluk
ARAS: Action Rules Discovery Based on Agglomerative Strategy. MCD (2007)
Alicja Wieczorkowska, Zbigniew W. Ras, Cynthia Xin Zhang, Rory A. Lewis
Multi-way Hierarchic Classification of Musical Instrument Sounds. MUE (2007)
Angelina A. Tzacheva, Zbigniew W. Ras
Constraint Based Action Rule Discovery with Single Classification Rules. RSFDGrC (2007)
Rory A. Lewis, Cynthia Xin Zhang, Zbigniew W. Ras
Knowledge discovery-based identification of musical pitches and instruments in polyphonic sounds. Eng. Appl. Artif. Intell. 20 (5) (2007)
Cynthia Xin Zhang, Krzysztof Marasek, Zbigniew W. Ras
Maximum Likelihood Study for Sound Pattern Separation and Recognition. MUE (2007)
Cynthia Xin Zhang, Zbigniew W. Ras
Analysis of Sound Features for Music Timbre Recognition. MUE (2007)
Cynthia Xin Zhang, Zbigniew W. Ras
Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition. Fundam. Informaticae 78 (4) (2007)
Zbigniew W. Ras, Osman Gürdal, Seunghyun Im, Angelina A. Tzacheva
Data Confidentiality Versus Chase. RSFDGrC (2007)
Zbigniew W. Ras, Cynthia Xin Zhang, Rory A. Lewis
MIRAI: Multi-hierarchical, FS-Tree Based Music Information Retrieval System. RSEISP (2007)
Cynthia Xin Zhang, Zbigniew W. Ras, Agnieszka Dardzinska
Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing. MCD (2007)
Pamela L. Thompson, Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras
From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study. IAT (2007)
Seunghyun Im, Zbigniew W. Ras
Protection of Sensitive Data based on Reducts in a Distributed Knowledge Discovery System. MUE (2007)
Agnieszka Dardzinska, Zbigniew W. Ras
Cooperative Discovery of Interesting Action Rules. FQAS (2006)
Zbigniew W. Ras, Agnieszka Dardzinska
Solving Failing Queries through Cooperation and Collaboration. World Wide Web 9 (2) (2006)
Zbigniew W. Ras, Agnieszka Dardzinska
Action Rules Discovery, a New Simplified Strategy. ISMIS (2006)
Cynthia Xin Zhang, Zbigniew W. Ras
Differentiated harmonic feature analysis on music information retrieval for instrument recognition. GrC (2006)
Li-Shiang Tsay, Zbigniew W. Ras
Action Rules Discovery System DEAR_3. ISMIS (2006)
Alicja Wieczorkowska, Piotr Synak, Zbigniew W. Ras
Multi-Label Classification of Emotions in Music. Intelligent Information Systems (2006)
Rory A. Lewis, Cynthia Xin Zhang, Zbigniew W. Ras
Blind Signal Separation of Similar Pitches and Instruments in a Noisy Polyphonic Domain. ISMIS (2006)
Li-Shiang Tsay, Zbigniew W. Ras
Discovering e-action rules from incomplete information systems. GrC (2006)
Zbigniew W. Ras, Angelina A. Tzacheva, Li-Shiang Tsay, Osman Gürdal
Mining for Interesting Action Rules. IAT (2005)
Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras
Extracting Emotions from Music Data. ISMIS (2005)
Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras
Creating Reliable Database for Experiments on Extracting Emotions from Music. Intelligent Information Systems (2005)
Zbigniew W. Ras, Agnieszka Dardzinska
Failing Queries in Distributed Autonomous Information System. ISMIS (2005)
Angelina A. Tzacheva, Zbigniew W. Ras
Action rules mining. Int. J. Intell. Syst. 20 (7) (2005)
Zbigniew W. Ras, Agnieszka Dardzinska, Osman Gürdal
Knowledge Discovery Based Query Answering in Hierarchical Information Systems. RSFDGrC (2) (2005)
Rory A. Lewis, Zbigniew W. Ras
Innertron: New Methodology of Facial Recognition, Part I. Intelligent Information Systems (2005)
Zbigniew W. Ras
Knowledge discovery: dedicated to Jan M. Zytkow. J. Exp. Theor. Artif. Intell. 17 (1-2) (2005)
Seunghyun Im, Zbigniew W. Ras
Ensuring Data Security Against Knowledge Discovery in Distributed Information Systems. RSFDGrC (2) (2005)
Rory A. Lewis, Zbigniew W. Ras
Innertron: New Methodology of Facial Recognition, Part II. Intelligent Information Systems (2005)

Zbigniew W. Ras.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Zbigniew W. Ras