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CORR
2004
Springer
103views Education» more  CORR 2004»
13 years 4 months ago
Towards a Model-Based Framework for Integrating Usability and Software Engineering Life Cycles
: In this position paper we propose a process model that provides a development infrastructure in which the usability engineering and software engineering life cycles co-exist in c...
Pardha S. Pyla, Manuel A. Pérez-Quiñ...
CCE
2004
13 years 4 months ago
On-line outlier detection and data cleaning
Outliers are observations that do not follow the statistical distribution of the bulk of the data, and consequently may lead to erroneous results with respect to statistical analy...
Hancong Liu, Sirish Shah, Wei Jiang
CCE
2005
13 years 4 months ago
Development and application of linear process model in estimation and control of reactive distillation
This paper presents a comprehensive formulation of a linearized state space process model for a generic two-reactant-two-product reactive distillation system. The development of t...
Moshood J. Olanrewaju, Muhammad A. Al-Arfaj
ML
2008
ACM
13 years 4 months ago
Inductive process modeling
In this paper, we pose a novel research problem for machine learning that involves constructing a process model from continuous data. We claim that casting learned knowledge in ter...
Will Bridewell, Pat Langley, Ljupco Todorovski, Sa...
INFSOF
2006
129views more  INFSOF 2006»
13 years 4 months ago
An interactive service customization model
: Mass customization has become one of the key strategies for a service provider to differentiate itself from its competitors in a highly segmented global service market. This pape...
Jian Cao, Jie Wang, Kincho H. Law, Shen-sheng Zhan...
IS
2008
13 years 4 months ago
Conformance checking of processes based on monitoring real behavior
Many companies have adopted Process-aware Information Systems (PAIS) to support their business processes in some form. On the one hand these systems typically log events (e.g., in ...
Anne Rozinat, Wil M. P. van der Aalst
DSS
2006
108views more  DSS 2006»
13 years 4 months ago
Matching observed behavior and modeled behavior: An approach based on Petri nets and integer programming
Inspired by the way SAP R/3 and other transactional information systems log events, we focus on the problem to decide whether a process model and a frequency profile "fit"...
Wil M. P. van der Aalst
DKE
2006
84views more  DKE 2006»
13 years 4 months ago
Mining configurable enterprise information systems
Process mining is the extraction of a process model from system logs. These logs have to meet minimum requirements, i.e. each event should refer to a case and a task. Many system ...
Monique H. Jansen-Vullers, Wil M. P. van der Aalst...
DATAMINE
2006
117views more  DATAMINE 2006»
13 years 4 months ago
A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs
Effective information systems require the existence of explicit process models. A completely specified process design needs to be developed in order to enact a given business proce...
Laura Maruster, A. J. M. M. Weijters, Wil M. P. va...
IEE
2008
91views more  IEE 2008»
13 years 4 months ago
Story-driven approach to software evolution
: From a maintenance perspective, only software that is well understood can evolve in a controlled and high-quality manner. Software evolution itself is a knowledge-driven process ...
Juergen Rilling, Wen Jun Meng, René Witte, ...