Classification of Programs of a SPC. - Zbigniew W. Ras (MFCS, 1974)

On a Relationship Between Programs of Address Machines and Mazurkiewicz Algorithms. - Zbigniew W. Ras (MFCS, 1976)

On Information Storage and Retrieval Systems: An Algebraic Approach, Part I. - Zbigniew W. Ras (MFCS, 1978)

Information retrieval systems, an algebraic approach I. - Zbigniew W. Ras (Fundam. Informaticae, 1981)

Information retrieval systems, an algebraic approach II. - Zbigniew W. Ras (Fundam. Informaticae, 1981)

An algebraic approach to information retrieval systems. - Zbigniew W. Ras (Int. J. Parallel Program., 1982)

Rough-sets based learning systems. - Zbigniew W. Ras; Maria Zemankova (Symposium on Computation Theory, 1984)

Learning in Knowledge Based System, a Possibilistic Approach. - Zbigniew W. Ras; Maria Zemankova (MFCS, 1986)

On Learning with Imperfect Teachers. - Alberto Pettorossi; Zbigniew W. Ras; Maria Zemankova (ISMIS, 1987)

Learning in Rough Environment, an Optimization Procedure. - Zbigniew W. Ras; Cezary Z. Janikow (ISMIS, 1987)

Learning Driven by the Concepts Structure. - Zbigniew W. Ras; Maria Zemankova (IPMU, 1988)

Learning Machine for Probabilistically Describable Concepts. - Marek Karpinski; Zbigniew W. Ras (ISMIS, 1988)

Attributes and rough properties in information systems. - Keh-Hsun Chen; Zbigniew W. Ras; Andrzej Skowron (Int. J. Approx. Reason., 1988)

Imprecise Concept Learning within a Growing Language. - Zbigniew W. Ras; Maria Zemankova (ML, 1989)

Fault-Recovery and Intelligent Distributed System. - Zbigniew W. Ras (ISMVL, 1990)

A Model of Information Sharing for Fault-Tolerant Flexible Manufacturing Systems. - Zbigniew W. Ras; Jing Xiao 001 (ISMIS, 1991)

Query processing in distributed information systems. - Zbigniew W. Ras (Fundam. Informaticae, 1991)

Guest Editors' Preface - Selected Papers from the ISMIS'93 Symposium. - Henryk Jan Komorowski; Zbigniew W. Ras (Fundam. Informaticae, 1994)

Cooperative Knowledge-Based Systems. - Zbigniew W. Ras (Intell. Autom. Soft Comput., 1996)

Query Approximate Answering System for an Incomplete DKBS. - Zbigniew W. Ras; Sucheta Joshi (Fundam. Informaticae, 1997)

Collaboration Control in Distributed Knowledge-Based Systems. - Zbigniew W. Ras (Inf. Sci., 1997)

Knowledge Discovery Objects and Queries in Distributed Knowledge Systems. - Zbigniew W. Ras; Jiyun Zheng (AISC, 1998)

Handling Queries in Incomplete CKBS through Knowledge Discovery. - Zbigniew W. Ras (Rough Sets and Current Trends in Computing, 1998)

Mining distributed databases for attribute definitions. - Jan M. Zytkow; Zbigniew W. Ras (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 1999)

Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases. - Zbigniew W. Ras; Jan M. Zytkow (PAKDD, 1999)

Discovering Rules in Information Trees. - Zbigniew W. Ras (PKDD, 1999)

Query Answering in DAKS Based on Reducts. - Zbigniew W. Ras (FQAS, 2000)

Mining for Action-Rules in Large Decision Tables Classifying Customers. - Zbigniew W. Ras; Alicja Wieczorkowska (Intelligent Information Systems, 2000)

Foundations and Discovery of Operational Definitions. - Jan M. Zytkow; Zbigniew W. Ras (ISMIS, 2000)

Action-Rules: How to Increase Profit of a Company. - Zbigniew W. Ras; Alicja Wieczorkowska (PKDD, 2000)

Introduction. - Zbigniew W. Ras; Andrzej Skowron (J. Intell. Inf. Syst., 2000)

Mining for Attribute Definitions in a Distributed Two-Layered DB System. - Zbigniew W. Ras; Jan M. Zytkow (J. Intell. Inf. Syst., 2000)

The Role of Support and Confidence in Collaborative Query Answering. - Zbigniew W. Ras (Intelligent Information Systems, 2001)

Audio Content Description in Sound Databases. - Alicja Wieczorkowska; Zbigniew W. Ras (Web Intelligence, 2001)

Action-rules, Re-classification of Objects and E-commerce. - Zbigniew W. Ras; Shishir Gupta (Intelligent Information Systems, 2002)

Handling Semantic Inconsistencies in Distributed Knowledge Systems Using Ontologies. - Zbigniew W. Ras; Agnieszka Dardzinska (ISMIS, 2002)

Collaborative Query Processing in DKS Controlled by Reducts. - Zbigniew W. Ras; Agnieszka Dardzinska (Rough Sets and Current Trends in Computing, 2002)

Global Action Rules in Distributed Knowledge Systems. - Zbigniew W. Ras; Shishir Gupta (Fundam. Informaticae, 2002)

Reducts-driven query answering for distributed autonomous knowledge systems. - Zbigniew W. Ras (Int. J. Intell. Syst., 2002)

Handling Semantic Inconsistencies in Query Answering Based on Distributed Knowledge Mining. - Zbigniew W. Ras; Agnieszka Dardzinska (Int. J. Pattern Recognit. Artif. Intell., 2002)

CHASE2 - Rule Based Chase Algorithm for Information Systems of Type lambda. - Agnieszka Dardzinska; Zbigniew W. Ras (Active Mining, 2003)

Discovering Non-Standard Semantics of Semi-Stable Attributes. - Angelina A. Tzacheva; Zbigniew W. Ras (FLAIRS, 2003)

Discovering Extended Action-Rules (System DEAR). - Zbigniew W. Ras; Li-Shiang Tsay (IIS, 2003)

Discovering Semantic Inconsistencies to Improve Action Rules Mining. - Zbigniew W. Ras; Angelina A. Tzacheva (IIS, 2003)

Representing Audio Data by FS-Trees and Adaptable TV-Trees. - Alicja Wieczorkowska; Zbigniew W. Ras; Li-Shiang Tsay (ISMIS, 2003)

The Wisdom Web: New Challenges for Web Intelligence (WI). - Jiming Liu 001; Ning Zhong 001; Yiyu Yao; Zbigniew W. Ras (J. Intell. Inf. Syst., 2003)

Editorial: Music Information Retrieval. - Alicja Wieczorkowska; Zbigniew W. Ras (J. Intell. Inf. Syst., 2003)

Query Answering Based on Collaboration and Chase. - Zbigniew W. Ras; Agnieszka Dardzinska (FQAS, 2004)

Rule Discovery by Axes-Driven Hyperplanes Construction. - Zbigniew W. Ras; Agnieszka Dardzinska; Xingzhen Liu (Intelligent Information Systems, 2004)

Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2). - Li-Shiang Tsay; Zbigniew W. Ras; Alicja Wieczorkowska (Intelligent Information Systems, 2004)

Do We Need Automatic Indexing of Musical Instruments?. - Alicja Wieczorkowska; Zbigniew W. Ras (IMTCI, 2004)

Data Security and Null Value Imputation in Distributed Information Systems. - Zbigniew W. Ras; Agnieszka Dardzinska (MSRAS, 2004)

In Search for Action Rules of the Lowest Cost. - Zbigniew W. Ras; Angelina A. Tzacheva (MSRAS, 2004)

System ADReD for discovering rules based on hyperplanes. - Zbigniew W. Ras; Agnieszka Dardzinska; Xingzhen Liu (Eng. Appl. Artif. Intell., 2004)

Ontology-based distributed autonomous knowledge systems. - Zbigniew W. Ras; Agnieszka Dardzinska (Inf. Syst., 2004)

Mining for Interesting Action Rules. - Zbigniew W. Ras; Angelina A. Tzacheva; Li-Shiang Tsay; Osman Gürdal (IAT, 2005)

Innertron: New Methodology of Facial Recognition, Part I. - Rory A. Lewis; Zbigniew W. Ras (Intelligent Information Systems, 2005)

Innertron: New Methodology of Facial Recognition, Part II. - Rory A. Lewis; Zbigniew W. Ras (Intelligent Information Systems, 2005)

Creating Reliable Database for Experiments on Extracting Emotions from Music. - Alicja Wieczorkowska; Piotr Synak; Rory A. Lewis; Zbigniew W. Ras (Intelligent Information Systems, 2005)

Failing Queries in Distributed Autonomous Information System. - Zbigniew W. Ras; Agnieszka Dardzinska (ISMIS, 2005)

Extracting Emotions from Music Data. - Alicja Wieczorkowska; Piotr Synak; Rory A. Lewis; Zbigniew W. Ras (ISMIS, 2005)

Ensuring Data Security Against Knowledge Discovery in Distributed Information Systems. - Seunghyun Im; Zbigniew W. Ras (RSFDGrC (2), 2005)

Knowledge Discovery Based Query Answering in Hierarchical Information Systems. - Zbigniew W. Ras; Agnieszka Dardzinska; Osman Gürdal (RSFDGrC (2), 2005)

Preface to special issue on knowledge discovery: Dedicated to Jan M. Zytkow. - Zbigniew W. Ras (Int. J. Intell. Syst., 2005)

Action rules mining. - Angelina A. Tzacheva; Zbigniew W. Ras (Int. J. Intell. Syst., 2005)

Knowledge discovery: dedicated to Jan M. Zytkow. - Zbigniew W. Ras (J. Exp. Theor. Artif. Intell., 2005)

Action rules discovery: system DEAR2, method and experiments. - Li-Shiang Tsay; Zbigniew W. Ras (J. Exp. Theor. Artif. Intell., 2005)

Cooperative Discovery of Interesting Action Rules. - Agnieszka Dardzinska; Zbigniew W. Ras (FQAS, 2006)

Discovering e-action rules from incomplete information systems. - Li-Shiang Tsay; Zbigniew W. Ras (GrC, 2006)

Differentiated harmonic feature analysis on music information retrieval for instrument recognition. - Cynthia Xin Zhang; Zbigniew W. Ras (GrC, 2006)

Multi-Label Classification of Emotions in Music. - Alicja Wieczorkowska; Piotr Synak; Zbigniew W. Ras (Intelligent Information Systems, 2006)

Blind Signal Separation of Similar Pitches and Instruments in a Noisy Polyphonic Domain. - Rory A. Lewis; Cynthia Xin Zhang; Zbigniew W. Ras (ISMIS, 2006)

Action Rules Discovery, a New Simplified Strategy. - Zbigniew W. Ras; Agnieszka Dardzinska (ISMIS, 2006)

Action Rules Discovery System DEAR_3. - Li-Shiang Tsay; Zbigniew W. Ras (ISMIS, 2006)

Solving Failing Queries through Cooperation and Collaboration. - Zbigniew W. Ras; Agnieszka Dardzinska (World Wide Web, 2006)

Extracting Rules from Incomplete Decision Systems: System ERID. - Agnieszka Dardzinska; Zbigniew W. Ras (Foundations and Novel Approaches in Data Mining, 2006)

ARAS: Action Rules Discovery Based on Agglomerative Strategy. - Zbigniew W. Ras; Elzbieta Wyrzykowska; Hanna Wasyluk (MCD, 2007)

Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing. - Cynthia Xin Zhang; Zbigniew W. Ras; Agnieszka Dardzinska (MCD, 2007)

From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study. - Pamela L. Thompson; Cynthia Xin Zhang; Wenxin Jiang 002; Zbigniew W. Ras (IAT, 2007)

Protection of Sensitive Data based on Reducts in a Distributed Knowledge Discovery System. - Seunghyun Im; Zbigniew W. Ras (MUE, 2007)

Rules for Processing and Manipulating Scalar Music Theory. - Rory A. Lewis; Zbigniew W. Ras (MUE, 2007)

Multi-way Hierarchic Classification of Musical Instrument Sounds. - Alicja Wieczorkowska; Zbigniew W. Ras; Cynthia Xin Zhang; Rory A. Lewis (MUE, 2007)

Maximum Likelihood Study for Sound Pattern Separation and Recognition. - Cynthia Xin Zhang; Krzysztof Marasek; Zbigniew W. Ras (MUE, 2007)

Analysis of Sound Features for Music Timbre Recognition. - Cynthia Xin Zhang; Zbigniew W. Ras (MUE, 2007)

MIRAI: Multi-hierarchical, FS-Tree Based Music Information Retrieval System. - Zbigniew W. Ras; Cynthia Xin Zhang; Rory A. Lewis (RSEISP, 2007)

Data Confidentiality Versus Chase. - Zbigniew W. Ras; Osman Gürdal; Seunghyun Im; Angelina A. Tzacheva (RSFDGrC, 2007)

Constraint Based Action Rule Discovery with Single Classification Rules. - Angelina A. Tzacheva; Zbigniew W. Ras (RSFDGrC, 2007)

Knowledge discovery-based identification of musical pitches and instruments in polyphonic sounds. - Rory A. Lewis; Cynthia Xin Zhang; Zbigniew W. Ras (Eng. Appl. Artif. Intell., 2007)

Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition. - Cynthia Xin Zhang; Zbigniew W. Ras (Fundam. Informaticae, 2007)

Data Security and Chase. - Zbigniew W. Ras; Seunghyun Im (Encyclopedia of Information Ethics and Security, 2007)

Association Action Rules. - Zbigniew W. Ras; Agnieszka Dardzinska; Li-Shiang Tsay; Hanna Wasyluk (ICDM Workshops, 2008)

Reclassification Rules. - Li-Shiang Tsay; Zbigniew W. Ras; Seunghyun Im (ICDM Workshops, 2008)

Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering. - Cynthia Xin Zhang; Wenxin Jiang 002; Zbigniew W. Ras (ICDM Workshops, 2008)

Action Rule Extraction from a Decision Table: ARED. - Seunghyun Im; Zbigniew W. Ras (ISMIS, 2008)

Mining Scalar Representations in a Non-tagged Music Database. - Rory A. Lewis; Wenxin Jiang 002; Zbigniew W. Ras (ISMIS, 2008)

Discovering the Concise Set of Actionable Patterns. - Li-Shiang Tsay; Zbigniew W. Ras (ISMIS, 2008)

Hierarchical Tree for Dissemination of Polyphonic Noise. - Rory A. Lewis; Amanda Cohen; Wenxin Jiang 002; Zbigniew W. Ras (RSCTC, 2008)

Action Rules Discovery without Pre-existing Classification Rules. - Zbigniew W. Ras; Agnieszka Dardzinska (RSCTC, 2008)

Multi-granularity Classification Rule Discovery Using ERID. - Seunghyun Im; Zbigniew W. Ras; Li-Shiang Tsay (RSKT, 2008)

Mining E-Action Rules, System DEAR. - Zbigniew W. Ras; Li-Shiang Tsay (Data Mining: Foundations and Practice, 2008)

E-Action Rules. - Li-Shiang Tsay; Zbigniew W. Ras (Data Mining: Foundations and Practice, 2008)

Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix. - Alicja Wieczorkowska; Elzbieta Kolczynska; Zbigniew W. Ras (New Challenges in Applied Intelligence Technologies, 2008)

Extended Action Rule Discovery Based on Single Classification Rules and Reducts. - Zbigniew W. Ras; Elzbieta Wyrzykowska (Database Technologies: Concepts, Methodologies, Tools, and Applications, 2009)

On Reaching Consensus by a Group of Collaborating Agents. - Zbigniew W. Ras; Agnieszka Dardzinska (FQAS, 2009)

Action Rules in Consensus Reaching Process Support. - Janusz Kacprzyk; Slawomir Zadrozny; Zbigniew W. Ras (ISDA, 2009)

Detecting Emotions in Classical Music from MIDI Files. - Jacek Grekow; Zbigniew W. Ras (ISMIS, 2009)

Action Rules Discovery Based on Tree Classifiers and Meta-actions. - Zbigniew W. Ras; Agnieszka Dardzinska (ISMIS, 2009)

Cooperative Multi-hierarchical Query Answering Systems. - Zbigniew W. Ras; Agnieszka Dardzinska (Encyclopedia of Complexity and Systems Science, 2009)

Data Confidentiality and Chase-Based Knowledge Discovery. - Seunghyun Im; Zbigniew W. Ras (Encyclopedia of Data Warehousing and Mining, 2009)

Facial Recognition. - Rory A. Lewis; Zbigniew W. Ras (Encyclopedia of Data Warehousing and Mining, 2009)

Intelligent Query Answering. - Zbigniew W. Ras; Agnieszka Dardzinska (Encyclopedia of Data Warehousing and Mining, 2009)

Action Rules Mining. - Zbigniew W. Ras; Elzbieta Wyrzykowska; Li-Shiang Tsay (Encyclopedia of Data Warehousing and Mining, 2009)

Polyphonic Music Information Retrieval Based on Multi-label Cascade Classification System. - Wenxin Jiang 002; Amanda Cohen; Zbigniew W. Ras (Advances in Information and Intelligent Systems, 2009)

Music Instrument Estimation in Polyphonic Sound Based on Short-Term Spectrum Match. - Wenxin Jiang 002; Alicja Wieczorkowska; Zbigniew W. Ras (Foundations of Computational Intelligence (2), 2009)

Tree-Based Algorithms for Action Rules Discovery. - Zbigniew W. Ras; Li-Shiang Tsay; Agnieszka Dardzinska (Mining Complex Data, 2009)

Action rules and meta-actions. - Zbigniew W. Ras (EGC, 2010)

Association Action Rules and Action Paths Triggered by Meta-actions. - Angelina A. Tzacheva; Zbigniew W. Ras (GrC, 2010)

From Tinnitus Data to Action Rules and Tinnitus Treatment. - Cynthia Xin Zhang; Zbigniew W. Ras; Pawel J. Jastreboff; Pamela L. Thompson (GrC, 2010)

Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. - Elzbieta Kubera; Alicja Wieczorkowska; Zbigniew W. Ras; Magdalena Skrzypiec (ECML/PKDD (2), 2010)

Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures. - Cynthia Xin Zhang; Wenxin Jiang 002; Zbigniew W. Ras; Rory A. Lewis (RSCTC, 2010)

How to Support Consensus Reaching Using Action Rules: a Novel Approach. - Janusz Kacprzyk; Slawomir Zadrozny; Zbigniew W. Ras (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010)

Action rule discovery from incomplete data. - Seunghyun Im; Zbigniew W. Ras; Hanna Wasyluk (Knowl. Inf. Syst., 2010)

Emotion Based MIDI Files Retrieval System. - Jacek Grekow; Zbigniew W. Ras (Advances in Music Information Retrieval, 2010)

Clustering Driven Cascade Classifiers for Multi-indexing of Polyphonic Music by Instruments. - Wenxin Jiang 002; Zbigniew W. Ras; Alicja Wieczorkowska (Advances in Music Information Retrieval, 2010)

Multiple Classifiers for Different Features in Timbre Estimation. - Wenxin Jiang 002; Cynthia Xin Zhang; Amanda Cohen; Zbigniew W. Ras (Advances in Intelligent Information Systems, 2010)

Identification of Musical Instruments by Features Describing Sound Changes in Time. - Elzbieta Kubera; Zbigniew W. Ras (Advances in Intelligent Information Systems, 2010)

Cascade Classifiers for Hierarchical Decision Systems. - Zbigniew W. Ras; Agnieszka Dardzinska; Wenxin Jiang 002 (Advances in Machine Learning I, 2010)

Selection of the Optimal Microelectrode during DBS Surgery in Parkinson's Patients. - Konrad Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (ISMIS, 2011)

Action Reducts. - Seunghyun Im; Zbigniew W. Ras; Li-Shiang Tsay (ISMIS, 2011)

Report of the ISMIS 2011 Contest: Music Information Retrieval. - Bozena Kostek; Adam Kupryjanow; Pawel Zwan; Wenxin Jiang 002; Zbigniew W. Ras; Marcin Wojnarski; Joanna Swietlicka (ISMIS, 2011)

From data to classification rules and actions. - Zbigniew W. Ras; Agnieszka Dardzinska (Int. J. Intell. Syst., 2011)

Mining Tinnitus Data Based on Clustering and New Temporal Features. - Cynthia Xin Zhang; Pamela L. Thompson; Zbigniew W. Ras; Pawel J. Jastreboff (Learning Structure and Schemas from Documents, 2011)

Supporting Consensus Reaching Processes under Fuzzy Preferences and a Fuzzy Majority via Linguistic Summaries and Action Rules. - Slawomir Zadrozny; Janusz Kacprzyk; Zbigniew W. Ras (Consensual Processes, 2011)

Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson's Patients. - Konrad Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (ISMIS, 2012)

From Music to Emotions and Tinnitus Treatment, Initial Study. - Deepali Kohli; Zbigniew W. Ras; Pamela L. Thompson; Pawel J. Jastreboff; Alicja Wieczorkowska (ISMIS, 2012)

Pair-Based Object-Driven Action Rules. - Ayman Hajja; Alicja Wieczorkowska; Zbigniew W. Ras; Ryszard Gubrynowicz (NFMCP, 2012)

Preface. - Marzena Kryszkiewicz; Sergei A. Obiedkov; Zbigniew W. Ras (Fundam. Informaticae, 2012)

Discrimination of the Micro Electrode Recordings for STN Localization during DBS Surgery in Parkinson's Patients. - Konrad Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (FQAS, 2013)

From Personalized to Hierarchically Structured Classifiers for Retrieving Music by Mood. - Amanda Cohen Mostafavi; Zbigniew W. Ras; Alicja A. Wieczorkowska (NFMCP, 2013)

Mining Meta-Actions for Action Rules Reduction. - Hakim Touati; Zbigniew W. Ras (Fundam. Informaticae, 2013)

Multi-label automatic indexing of music by cascade classifiers. - Wenxin Jiang 002; Zbigniew W. Ras (Web Intell. Agent Syst., 2013)

Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings. - Elzbieta Kubera; Alicja Wieczorkowska; Zbigniew W. Ras (Rough Sets and Intelligent Systems (2), 2013)

Intraoperative Decision Making with Rough Set Rules for STN DBS in Parkinson Disease. - Konrad Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (Brain Informatics and Health, 2014)

Spike Sorting Based upon PCA over DWT Frequency Band Selection. - Konrad Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (ISMIS, 2014)

Mining Surgical Meta-actions Effects with Variable Diagnoses' Number. - Hakim Touati; Zbigniew W. Ras; James Studnicki; Alicja Wieczorkowska (ISMIS, 2014)

Predicting Negative Side Effects of Surgeries Through Clustering. - Ayman Hajja; Hakim Touati; Zbigniew W. Ras; James Studnicki; Alicja A. Wieczorkowska (NFMCP, 2014)

Hierarchically Structured Recommender System for Improving NPS of a Company. - Jieyan Kuang; Albert Daniel; Jill Johnston; Zbigniew W. Ras (RSCTC, 2014)

Preface. - Alfredo Cuzzocrea; Zbigniew W. Ras (Fundam. Informaticae, 2014)

Hierarchical object-driven action rules. - Ayman Hajja; Zbigniew W. Ras; Alicja Wieczorkowska (J. Intell. Inf. Syst., 2014)

Special issue on future directions for intelligent information systems. - Larry Kerschberg; Zbigniew W. Ras (J. Intell. Inf. Syst., 2014)

Foundations of automatic system for intrasurgical localization of subthalamic nucleus in Parkinson patients. - Konrad Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (Web Intell. Agent Syst., 2014)

In Search for Best Meta-Actions to Boost Businesses Revenue. - Jieyan Kuang; Zbigniew W. Ras (FQAS, 2015)

Frequency Based Mapping of the STN Borders. - Konrad A. Ciecierski; Zbigniew W. Ras; Andrzej W. Przybyszewski (ISMIS, 2015)

Personalized Meta-Action Mining for NPS Improvement. - Jieyan Kuang; Zbigniew W. Ras; Albert Daniel (ISMIS, 2015)

Hierarchical Agglomerative Method for Improving NPS. - Jieyan Kuang; Zbigniew W. Ras; Albert Daniel (PReMI, 2015)

Meta-actions as a Tool for Action Rules Evaluation. - Hakim Touati; Zbigniew W. Ras; James Studnicki (Feature Selection for Data and Pattern Recognition, 2015)

Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. - Mamoun Al-Mardini 001; Ayman Hajja; Zbigniew W. Ras; Lina Clover; David Olaleye; Youngjin Park; Jay Paulson; Yang Xiao (BDAS, 2016)

Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. - Mamoun Al-Mardini 001; Ayman Hajja; Zbigniew W. Ras; Lina Clover; David Olaleye (NFMCP@PKDD/ECML, 2016)

SARGS method for distributed actionable pattern mining using spark. - Arunkumar Bagavathi; Pranava Mummoju; Katarzyna A. Tarnowska; Angelina A. Tzacheva; Zbigniew W. Ras (IEEE BigData, 2017)

A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients. - Mamoun Al-Mardini 001; Zbigniew W. Ras (ISMIS, 2017)

Segment-Removal Based Stuttered Speech Remediation. - Pierre Arbajian; Ayman Hajja; Zbigniew W. Ras; Alicja A. Wieczorkowska (NFMCP@PKDD/ECML, 2017)

User Friendly NPS-Based Recommender System for Driving Business Revenue. - Zbigniew W. Ras; Katarzyna A. Tarnowska; Jieyan Kuang; Lynn Daniel; Doug Fowler (IJCRS (1), 2017)

Decision Support System for Diagnosis and Treatment of Hearing Disorders - The Case of Tinnitus - Katarzyna A. Tarnowska; Zbigniew W. Ras; Pawel J. Jastreboff (Springer, 2017)

Actionable Pattern Mining - A Scalable Data Distribution Method Based on Information Granules. - Arunkumar Bagavathi; Abhishek Tripathi; Angelina A. Tzacheva; Zbigniew W. Ras (ICMLA, 2018)

Multipurpose Web-Platform for Labeling Audio Segments Efficiently and Effectively. - Ayman Hajja; Griffin P. Hiers; Pierre Arbajian; Zbigniew W. Ras; Alicja A. Wieczorkowska (ISMIS, 2018)

From Knowledge Discovery to Customer Attrition. - Katarzyna A. Tarnowska; Zbigniew W. Ras (ISMIS, 2018)

Preface. - Ladjel Bellatreche; Zbigniew W. Ras (Fundam. Informaticae, 2018)

Visual Analysis of Relevant Features in Customer Loyalty Improvement Recommendation. - Katarzyna A. Tarnowska; Zbigniew W. Ras; Lynn Daniel; Doug Fowler (Advances in Feature Selection for Data and Pattern Recognition, 2018)

Can We Build Recommender System for Artwork Evaluation? - Cezary Pawlowski; Anna Gelich; Zbigniew W. Ras (Intelligent Methods and Big Data in Industrial Applications, 2019)

Developing Artwork Pricing Models for Online Art Sales Using Text Analytics. - Laurel Powell; Anna Gelich; Zbigniew W. Ras (IJCRS, 2019)

Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. - Mamoun T. Mardini; Zbigniew W. Ras (Inf. Sci., 2019)

Effect of speech segment samples selection in stutter block detection and remediation. - Pierre Arbajian; Ayman Hajja; Zbigniew W. Ras; Alicja A. Wieczorkowska (J. Intell. Inf. Syst., 2019)

Sentiment analysis of customer data. - Katarzyna A. Tarnowska; Zbigniew W. Ras (Web Intell., 2019)

The Construction of Action Rules to Raise Artwork Prices. - Laurel Powell; Anna Gelich; Zbigniew W. Ras (ISMIS, 2020)

Applying Analytics to Artist Provided Text to Model Prices of Fine Art. - Laurel Powell; Anna Gelich; Zbigniew W. Ras (Complex Pattern Mining, 2020)

NLP-Based Customer Loyalty Improvement Recommender System (CLIRS2). - Katarzyna A. Tarnowska; Zbigniew W. Ras (Big Data Cogn. Comput., 2021)

How to raise artwork prices using action rules, personalization and artwork visual features. - Laurel Powell; Anna Gelich; Zbigniew W. Ras (J. Intell. Inf. Syst., 2021)

Jumping into the artistic deep end: building the catalogue raisonné. - Todd Dobbs; Aileen Benedict; Zbigniew W. Ras (AI Soc., 2022)

On art authentication and the Rijksmuseum challenge: A residual neural network approach. - Todd Dobbs; Zbigniew W. Ras (Expert Syst. Appl., 2022)

A data-driven approach to clinical decision support in tinnitus retraining therapy. - Katarzyna A. Tarnowska; Zbigniew W. Ras; Pawel J. Jastreboff (Frontiers Neuroinformatics, 2022)

Recommendation system for improving churn rate based on action rules and sentiment mining. - Yuehua Duan; Zbigniew W. Ras (Int. J. Data Min. Model. Manag., 2022)

Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. - Mamoun T. Mardini; Zbigniew W. Ras (Inf. Syst. Frontiers, 2022)

Contemporary Art Authentication with Large-Scale Classification. - Todd Dobbs; Abdullah al-Raihan Nayeem; Isaac Cho; Zbigniew W. Ras (Big Data Cogn. Comput., 2023)

Developing customer attrition management system: discovering action rules for making recommendations to retain customers. - Yuehua Duan; Zbigniew W. Ras (Appl. Intell., 2023)

Action Rules Discovery: Leveraging Attributes Correlation Based Vertical Partitioning. - Aileen Benedict; Zbigniew W. Ras (ISMIS, 2024)

Correction to: Jumping into the artistic deep end: building the catalogue raisonné. - Todd Dobbs; Aileen Benedict; Zbigniew W. Ras (AI Soc., 2024)