Testing in the program development cycle
Software Engineering Journal
Software engineering (3rd ed.): a practitioner's approach
Software engineering (3rd ed.): a practitioner's approach
Managing your documentation projects
Managing your documentation projects
Software project management
Foundations of software measurement
Foundations of software measurement
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Managing the data warehouse
Software documentation and readability: a proposed process improvement
ACM SIGSOFT Software Engineering Notes
The unified software development process
The unified software development process
The many dimensions of the software process
Crossroads - Special issue on Windows programming
Methodological and practical aspects of data mining
Information and Management
Emerging standards for data mining
Computer Standards & Interfaces
Implementing Configuration Management: Hardware, Software, and Firmware
Implementing Configuration Management: Hardware, Software, and Firmware
Software Management
Metrics and Models in Software Quality Engineering
Metrics and Models in Software Quality Engineering
Software Engineering Standards: A User's Road Map
Software Engineering Standards: A User's Road Map
Requirements Engineering: Processes and Techniques
Requirements Engineering: Processes and Techniques
Business Modeling With UML: Business Patterns at Work
Business Modeling With UML: Business Patterns at Work
Software Cost Estimation with Cocomo II with Cdrom
Software Cost Estimation with Cocomo II with Cdrom
Software Metrics: A Rigorous and Practical Approach
Software Metrics: A Rigorous and Practical Approach
Knowledge Discovery in Databases
Knowledge Discovery in Databases
Establishing Software Measurement Programs
IEEE Software
An Overview of Knowledge Discovery in Database: Recent Progress and Challenges
RSKD '93 Proceedings of the International Workshop on Rough Sets and Knowledge Discovery: Rough Sets, Fuzzy Sets and Knowledge Discovery
Knowledge discovery in databases: 10 years after
ACM SIGKDD Explorations Newsletter
Software Requirements
Theory and support for process frameworks of knowledge discovery and data mining from ERP systems
Information and Management
Exploring Web Services from a Business Value Perspective
RE '05 Proceedings of the 13th IEEE International Conference on Requirements Engineering
Data Mining and Metrics on Data Sets
CIMCA '05 Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-1 (CIMCA-IAWTIC'06) - Volume 01
Visualization and Bayesian Nets to link Business Aims
DEXA '06 Proceedings of the 17th International Conference on Database and Expert Systems Applications
A survey of Knowledge Discovery and Data Mining process models
The Knowledge Engineering Review
Mastering the Requirements Process (2nd Edition)
Mastering the Requirements Process (2nd Edition)
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
The Project Management Life Cycle: A Complete Step-By-Step Methodology for Initiating, Planning, Executing & Closing a Project Successfully
Quality Metrics for Object-Based Data Mining Applications
ITNG '07 Proceedings of the International Conference on Information Technology
Value-Based Empirical Research Plan Evaluation
ESEM '07 Proceedings of the First International Symposium on Empirical Software Engineering and Measurement
A cost model to estimate the effort of data mining projects (DMCoMo)
Information Systems
Telling ain't training
Conceptual modeling for classification mining in data warehouses
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
The Knowledge Engineering Review
Modeling of mechanical properties and bond relationship using data mining process
Advances in Engineering Software
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The number, variety and complexity of projects involving data mining or knowledge discovery in databases activities have increased just lately at such a pace that aspects related to their development process need to be standardized for results to be integrated, reused and interchanged in the future. Data mining projects are quickly becoming engineering projects, and current standard processes, like CRISP-DM, need to be revisited to incorporate this engineering viewpoint. This is the central motivation of this paper that makes the point that experience gained about the software development process over almost 40 years could be reused and integrated to improve data mining processes. Consequently, this paper proposes to reuse ideas and concepts underlying the IEEE Std 1074 and ISO 12207 software engineering model processes to redefine and add to the CRISP-DM process and make it a data mining engineering standard.