Search results for "CRISP-DM"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
67	Jacobus Venter, Alta de Waal, Cornelius Willers	Specializing CRISP-DM for Evidence Mining. (PDF / PS)	IFIP Int. Conf. Digital Forensics	2007	DBLP DOI BibTeX RDF	evidence mining, CRISP-EM, Data mining, CRISP-DM
32	Keith Rennolls	Visualization and Bayesian Nets to link Business Aims.	DEXA Workshops	2006	DBLP DOI BibTeX RDF	causal-nets, Bayesian nets, E-R modelling, Data-Mining, Knowledge-Discovery, CRISP DM
32	Nicolás de Abajo, Alberto B. Diez, Vanesa Lobato, Sergio R. Cuesta	ANN quality diagnostic models for packaging manufacturing: an industrial data mining case study.	KDD	2004	DBLP DOI BibTeX RDF	tinplate quality, ANNs, FMEA, CRISP-DM
23	Sarabjot S. Anand, Marko Grobelnik, Frank Herrmann, Mark F. Hornick, Christoph Lingenfelder, Niall Rooney, Dietrich Wettschereck	Knowledge discovery standards.	Artif. Intell. Rev.	2007	DBLP DOI BibTeX RDF	PMML, JDM, OLE-DB, Data Mining, Standards, Knowledge discovery, CRISP-DM
23	Wendy Gersten, Rüdiger Wirth, Dirk Arndt	Predictive modeling in automotive direct marketing: tools, experiences and open issues.	KDD	2000	DBLP DOI BibTeX RDF	Clementine, evaluation measures, direct marketing, data mining process, CRISP-DM
18	P. González-Aranda, Ernestina Menasalvas Ruiz, Socorro Millán, Carlos Ruiz, Javier Segovia	Towards a Methodology for Data Mining Project Development: The Importance of Abstraction.	Data Mining: Foundations and Practice	2008	DBLP DOI BibTeX RDF
18	Yi Feng 0004, Zhaohui Wu 0001	Enhancing Reliability throughout Knowledge Discovery Process.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
17	Rob H. Bemthuis, Ruben R. Govers, Amin Asadi	A CRISP-DM-based Methodology for Assessing Agent-based Simulation Models using Process Mining.	CoRR	2024	DBLP DOI BibTeX RDF
17	Lavina Pahuja, Ahmad Kamal	EnLEFD-DM: Ensemble Learning based Ethereum Fraud Detection using CRISP-DM framework.	Expert Syst. J. Knowl. Eng.	2023	DBLP DOI BibTeX RDF
17	Claudia Elena Durango Vanegas, Juan Camilo Giraldo Mejía, Fabio Alberto Vargas Agudelo, Dario Enrique Soto Duran	A Representation Based on Essence for the CRISP-DM Methodology.	Computación y Sistemas (CyS)	2023	DBLP BibTeX RDF
17	Milapji Singh Gill, Tom Westermann, Marvin Schieseck, Alexander Fay	Integration of Domain Expert-Centric Ontology Design into the CRISP-DM for Cyber-Physical Production Systems.	CoRR	2023	DBLP DOI BibTeX RDF
17	Qin Weng	Agile CRISP-DM for Analytics Projects: Understanding Diabetes Treatment Using fsQCA.	AMCIS	2023	DBLP BibTeX RDF
17	Kristina Müller, Pavlina Kröckel, Freimut Bodendorf	Sustainable CRISP-DM Extension for Energy-Aware AI Development.	AMCIS	2023	DBLP BibTeX RDF
17	Fatima Sajid Butt, Jörg Schäfer, Matthias F. Wagner, Dirk Stegelmeyer, David Gómez-Ullate	Application of CRISP-DM and DMME to a Case Study of Condition Monitoring of Lens Coating Machines.	MetroInd4.0&IoT	2023	DBLP DOI BibTeX RDF
17	Salma Maataoui, Ghita Bencheikh, Ghizlane Bencheikh	Predictive Maintenance in the Industrial Sector: A CRISP-DM Approach for Developing Accurate Machine Failure Prediction Models.	ACTEA	2023	DBLP DOI BibTeX RDF
17	Milapji Singh Gill, Tom Westermann, Marvin Schieseck, Alexander Fay	Integration of Domain Expert-Centric Ontology Design into the CRISP-DM for Cyber-Physical Production Systems.	ETFA	2023	DBLP DOI BibTeX RDF
17	Batel Ziv, Yisrael Parmet	Improving nonconformity responsibility decisions: a semi-automated model based on CRISP-DM.	Int. J. Syst. Assur. Eng. Manag.	2022	DBLP DOI BibTeX RDF
17	Veronika Plotnikova, Marlon Dumas, Fredrik P. Milani	Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements.	Data Knowl. Eng.	2022	DBLP DOI BibTeX RDF
17	Yessenia Díaz Álvarez, Miguel Ángel Hidalgo Reyes, Virginia Lagunes Barradas, Obdulia Pichardo-Lagunas, Bella Martínez-Seis	A Hybrid Methodology Based on CRISP-DM and TDSP for the Execution of Preprocessing Tasks in Mexican Environmental Laws.	MICAI (2)	2022	DBLP DOI BibTeX RDF
17	Vivek Singh, Anshuman Singh, Kailash Joshi	Fair CRISP-DM: Embedding Fairness in Machine Learning (ML) Development Life Cycle.	HICSS	2022	DBLP BibTeX RDF
17	Eleni Alogogianni, Maria Virvou	Addressing the issue of undeclared work - Part I: Applying associative classification per the CRISP-DM methodology.	Intell. Decis. Technol.	2021	DBLP DOI BibTeX RDF
17	Fernando Martínez-Plumed, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach	CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories.	IEEE Trans. Knowl. Data Eng.	2021	DBLP DOI BibTeX RDF
17	Workneh Y. Ayele	Adapting CRISP-DM for Idea Mining: A Data Mining Process for Generating Ideas Using a Textual Dataset.	CoRR	2021	DBLP BibTeX RDF
17	Victor Pontello, Helmut Beckmann, Carsten Lanquillon	Meta-learning approach for implementation of AI methods in the context of CRISP-DM with case studies from master data management.	ICE/ITMC	2021	DBLP DOI BibTeX RDF
17	Eleni Alogogianni, Maria Virvou	Data Mining for Targeted Inspections Against Undeclared Work by Applying the CRISP-DM Methodology.	IISA	2021	DBLP DOI BibTeX RDF
17	Jeffrey S. Saltz	CRISP-DM for Data Science: Strengths, Weaknesses and Potential Next Steps.	IEEE BigData	2021	DBLP DOI BibTeX RDF
17	Jairo Acosta-Solano, Diana Janeth Lancheros Cuesta, Samir F. Umaña Ibáñez, Jairo R. Coronado-Hernández	Predictive models assessment based on CRISP-DM methodology for students performance in Colombia - Saber 11 Test.	EUSPN/ICTH	2021	DBLP DOI BibTeX RDF
17	Veronika Plotnikova, Marlon Dumas, Fredrik Milani	Adapting the CRISP-DM Data Mining Process: A Case Study in the Financial Services Domain.	RCIS	2021	DBLP DOI BibTeX RDF
17	António F. Cunha, Diana Ferreira, Cristiana Neto, António Abelha, José Machado 0001	A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study.	AHFE (13)	2021	DBLP DOI BibTeX RDF
17	Christoph Schröer, Felix Kruse, Jorge Marx Gómez	A Systematic Literature Review on Applying CRISP-DM Process Model.	CENTERIS/ProjMAN/HCist	2020	DBLP DOI BibTeX RDF
17	Rui Ribeiro, André Luiz Pilastri, Carla Moura, Filipe Rodrigues, Rita Rocha, Paulo Cortez 0001	Predicting the Tear Strength of Woven Fabrics Via Automated Machine Learning: An Application of the CRISP-DM Methodology.	ICEIS (1)	2020	DBLP DOI BibTeX RDF
17	Eivind Kristoffersen, Oluseun Omotola Aremu, Fenna Blomsma, Patrick Mikalef, Jingyue Li	Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model.	I3E	2019	DBLP DOI BibTeX RDF
17	Hiroko Nagashima, Yuka Kato	APREP-DM: a Framework for Automating the Pre-Processing of a Sensor Data Analysis based on CRISP-DM.	PerCom Workshops	2019	DBLP DOI BibTeX RDF
17	Stefan Bregenzer	Is the V-Model XT ready for IT-projects applying CRISP-DM?	LWDA	2019	DBLP BibTeX RDF
17	Jhon Montalvo-Garcia, Juan Bernardo Quintero, Bell Manrique-Losada	CRISP-DM/SMEs: A Data Analytics Methodology for Non-profit SMEs.	ICICT (1)	2019	DBLP DOI BibTeX RDF
17	Vishakha Sharma 0003, Andrew Stranieri, Julien Ugon, Peter Vamplew 0001, Laura Martin	An Agile Group Aware Process beyond CRISP-DM: A Hospital Data Mining Case Study.	ICCDA	2017	DBLP DOI BibTeX RDF
17	Elaheh Gholamzadeh Nabati, Klaus-Dieter Thoben	On Applicability of Big Data Analytics in the Closed-Loop Product Lifecycle: Integration of CRISP-DM Standard.	PLM	2016	DBLP DOI BibTeX RDF
17	Pankush Kalgotra, Ramesh Sharda	Progression analysis of signals: Extending CRISP-DM to stream analytics.	IEEE BigData	2016	DBLP DOI BibTeX RDF
17	Daniel Adomako Asamoah, Ramesh Sharda	Adapting CRISP-DM Process for Social Network Analytics: Application to Healthcare.	AMCIS	2015	DBLP BibTeX RDF
17	Thomas Göpfert, Andreas Breiter	Knowledge Discovery in Big Data: Herausforderungen durch Big Data im Prozess der Wissensgewinnung am Beispiel des CRISP-DM.	GI-Jahrestagung	2015	DBLP BibTeX RDF
17	Wenlan Huang, Carolyn McGregor, Andrew James	A comprehensive framework design for continuous quality improvement within the neonatal intensive care unit: Integration of the SPOE, CRISP-DM and PaJMa models.	BHI	2014	DBLP DOI BibTeX RDF
17	Nuno Caetano, Paulo Cortez 0001, Raul M. S. Laureano	Using Data Mining for Prediction of Hospital Length of Stay: An Application of the CRISP-DM Methodology.	ICEIS (Revised Selected Papers)	2014	DBLP DOI BibTeX RDF
17	Armando B. Mendes	BI and Data Warehouse Solutions for Energy Production Industry: Application of the CRISP-DM methodology.	DSS	2010	DBLP DOI BibTeX RDF
17	Joseph R. Erskine, Gilbert L. Peterson, Barry E. Mullins, Michael R. Grimaila	Developing cyberspace data understanding: using CRISP-DM for host-based IDS feature mining.	CSIIRW	2010	DBLP DOI BibTeX RDF
17	Zita Bosnjak, Olivera Grljevic, Sasa Bosnjak	CRISP-DM as a framework for discovering knowledge in small and medium sized enterprises' data.	SACI	2009	DBLP DOI BibTeX RDF
17	Christina Catley, Kathleen P. Smith, Carolyn McGregor, Mark B. Tracy	Extending CRISP-DM to incorporate temporal data mining of multidimensional medical data streams: A neonatal intensive care unit case study.	CBMS	2009	DBLP DOI BibTeX RDF
17	Ana Azevedo 0001, Manuel Filipe Santos	KDD, SEMMA and CRISP-DM: a parallel overview.	IADIS European Conf. Data Mining	2008	DBLP BibTeX RDF
17	Jochen Hipp, Guido Lindner	Analysing Warranty Claims of Automobiles; An Application Description Following the CRISP-DM Data Mining Process.	ICSC	1999	DBLP DOI BibTeX RDF
9	Sumana Sharma, Kweku-Muata Osei-Bryson	Organization-Ontology Based Framework for Implementing the Business Understanding Phase of Data Mining Projects.	HICSS	2008	DBLP DOI BibTeX RDF
9	Laurent Brisson, Martine Collard	How to Semantically Enhance a Data Mining Process?.	ICEIS	2008	DBLP DOI BibTeX RDF	Ontology Driven Information System, Data mining, Knowledge integration
9	José M. Domenech, Javier Lorenzo 0001	A Tool for Web Usage Mining.	IDEAL	2007	DBLP DOI BibTeX RDF
9	Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia	An Engineering Approach to Data Mining Projects.	IDEAL	2007	DBLP DOI BibTeX RDF
9	Cecilia Sönströd, Ulf Johansson	Concept Description - A Fresh Look.	IJCNN	2007	DBLP DOI BibTeX RDF
9	Xingsen Li, Yong Shi 0001, Ying Liu 0039, Jun Li 0015, Aihua Li	A Knowledge Management Platform for Optimization-based Data Mining.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
9	Frank Dellmann, Holger Wulff, Stefan Schmitz	Findings from a Practical Project Concerning Web Usage Mining.	ICDM	2003	DBLP DOI BibTeX RDF
9	Edgar Hotz, Udo Grimmer, Wolfgang Heuser, Gholamreza Nakhaeizadeh, Michael Wieczorek	REVI-MINER, a KDD-environment for deviation detection and analysis of warranty and goodwill cost statements in automotive industry.	KDD	2001	DBLP DOI BibTeX RDF	Data Mining, data cleaning, deviation detection