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Case-based reasoning in scheduling: Reusing solution components

P. Cunningham, B. Smyth
1997 International Journal of Production Research  
This involves accumulating a case-base of good quality schedules, retrieving a case (or cases) similar to a new scheduling problem and building a new schedule from components of the retrieved cases.  ...  We start by introducing the components of Case-Based Reasoning (CBR) and we describe a CBR solution to a Travelling Salesman Problem in order to illustrate the use of CBR in optimisation problems.  ...  Introduction There is a lot of optimism at the moment about the usefulness of case-based reasoning (CBR) in the development of knowledge based systems.  ... 
doi:10.1080/002075497194237 fatcat:e3ojce2k5bakfmt3htkh6b2uka

Keep It Simple: A Case-Base Maintenance Policy Based on Clustering and Information Theory [chapter]

Qiang Yang, Jing Wu
2000 Lecture Notes in Computer Science  
Today's case based reasoning applications face several challenges.  ...  In this paper we propose a case-base maintenance method that avoids building sophisticated structures around a case base or perform complex operations on a case base.  ...  Case-base maintenance is particularly important when a case based reasoning system becomes a critical problem solving system for an organization.  ... 
doi:10.1007/3-540-45486-1_9 fatcat:4ro22j5xrjc25hvuzshptuqtvi

An Ontology Framework for Water Quality Management

Lule Ahmedi, Edmond Jajaga, Figene Ahmedi
2013 International Semantic Web Conference  
quality management systems.  ...  In line with this, an SSN-based ontology for water quality management has been developed to support water quality classification based on different regulation authorities such as Water Framework Directive  ...  The work described in this paper was supported by "InWaterSense: Intelligent Wireless Sensor Networks for Monitoring Surface Water Quality", an EU funded project managed by European Union Office in Kosovo  ... 
dblp:conf/semweb/AhmediJA13 fatcat:ppfipprekngwlgoyrvcjr7k3eu

Applying CLP to Predict Extra-Functional Properties of Component-Based Models [chapter]

Olivier Defour, Jean-Marc Jézéquel, Noël Plouzeau
2004 Lecture Notes in Computer Science  
Checking the functional compliance between provided and required ports is necessary to build functional systems.  ...  A component is the basic re-usable unit of composition to build composite systems by connecting to others through their provided and required ports.  ...  The required or provided levels of quality can be expressed using OCL pre/post conditions. This metamodel extends usual UML2.0 metaclasses only, and so it is easy to implement into case tool.  ... 
doi:10.1007/978-3-540-27775-0_35 fatcat:u3owjekwpbatvjzhzc3b3x62rm

Modeling of Smart City Building Blocks Using Multi-Agent Systems

Michal Lom, Ondrej Přibyl
2017 Neural Network World  
Focus will be on the decomposition of the system into subsystems as well as a description of particular modules.  ...  We have various models of transportation systems, optimizations of energy usage, street lighting systems, building management systems, urban transport optimizations, however currently, such models are  ...  In case of the smart city, we can introduce a street lighting, a building or a road infrastructure as examples of the system.  ... 
doi:10.14311/nnw.2017.27.018 fatcat:kokwcvvxkrgzhkq3ebvz7gd474

From troubleshooting to process design: Closing the manufacturing loop [chapter]

C. J. Price, I. S. Pegler, M. B. Ratcliffe, A. McManus
1997 Lecture Notes in Computer Science  
This is achieved by having a case base of previous manufacturing process problems and solutions. For diagnosis, case base matching is done in a fairly straightforward manner.  ...  In order to use the cases in design analysis, the case information about process type and problems with a particular process is fed into a process failure mode and effects analysis (FMEA), and provides  ...  Building the cases was possible due to the assistance of the three Foundry Quality Managers, Stuart Lewis, Ken Hawkes and Barry Clayton.  ... 
doi:10.1007/3-540-63233-6_484 fatcat:en4waht3zrhqxb6eqaczvyrn6y

An Expert System for Water Quality Monitoring Based on Ontology [chapter]

Edmond Jajaga, Lule Ahmedi, Figene Ahmedi
2015 Communications in Computer and Information Science  
The SSN ontology was extended to meet the requirements for classifying water bodies into appropriate statuses based on different regulation authorities.  ...  To infer new implicit knowledge from the knowledge bases different rule systems have been layered over ontologies by state-of-the-art WSN systems.  ...  The work described in this paper was supported by "InWater-Sense: Intelligent Wireless Sensor Networks for Monitoring Surface Water Quality", an EU funded project managed by European Union Office in Kosovo  ... 
doi:10.1007/978-3-319-24129-6_8 fatcat:c2ojqbkfa5dg3bteql3bolczlq

Strategic directions of personnel potential forming of a building complex

Marina Simonova, Natalia Shekhova, Sergei Kolesnikov, V. Andreev
2016 MATEC Web of Conferences  
The fact that high-quality labor power supply system of a building complex with should be based on industry development forecast and increase in construction products competitiveness is revealed in the  ...  On the basis of this analysis the system of actions for strategy forming divided into consecutive stages is offered. The development of the personnel forecast is a strategic planning basis.  ...  In case of elaboration of long-term development programs of a construction complex it is reasonable to allocate several stages allowing to choose forms and methods of quality regulation to timely estimate  ... 
doi:10.1051/matecconf/20168605008 fatcat:yye2jbqdcnaanl7tnbvz7sjq2e

Study on the Key Technology of Personalized Recommendation of Case-based Reasoning

Fuliang Li, Jieli Sun, Xia Zhangi
2015 International Journal of u- and e- Service, Science and Technology  
The four interrelated aspects are the important links to design the personalized recommendation system. This paper studies the key technology of the personalized recommendation system based on CBR.  ...  The key technology of personalized recommendation based on CBR involves the representation and the organization of case, construction and maintenance of multiple cases library, judging of the similarity  ...  In 2003, Finnie and others put forward a process of reasoning the R5 model of CBR, and the building of casebase was absorbed into the main reasoning process of case-based reasoning.  ... 
doi:10.14257/ijunesst.2015.8.4.34 fatcat:lc3hzerzcrdixbkyqdallwccqi

Building Cost Comparison Between Conventional and Formwork System: A Case Study of Four-storey School Buildings in Malaysia

Nuzul Azam Haron, Ir. Salihuddin Hassim, Mohd. Razali Abd. Kadir, Mohd Saleh Jaafar
2005 American Journal of Applied Sciences  
The data were collected through questionnaire survey and case study, which consisting of institutional buildings.  ...  This study also addresses the building cost comparison of the conventional system and industrialized building system of formwork system.  ...  Formwork System Case Study: The selected industrialized building system case study is based on formwork system. This system is suitable for a country where unskilled labor is limited.  ... 
doi:10.3844/ajassp.2005.819.823 fatcat:zugj3p4n5bcw3ihc4tkfsmkcgu

Development of a Quality Criteria System for Facilities Management Services in Lithuania

Natalija Lepkova, Robertas Uselis
2013 Procedia Engineering  
Service quality management and evaluation is a very complex and problematic process.  ...  The article presents the theoretical aspects of service quality and customer satisfaction and the quality criteria framework for facility management services proposed by the authors.  ...  This level system allows to evaluate the quality of facility management services.  ... 
doi:10.1016/j.proeng.2013.04.088 fatcat:efeffdtffvf2vhp6ze7m2n5aiy

Software Quality Estimation using Machine Learning: Case-based Reasoning Technique

Ekbal Rashid, Srikanta Patnaik, Vandana Bhattacherjee
2012 International Journal of Computer Applications  
This paper advocates the use of case-based reasoning (i.e., CBR) to make a software quality estimation system by the help of human experts.  ...  The software is a console based application and thus does not use the GUI functions of the Operating System, which makes it very fast in execution.  ...  Khoshgoftaar has described six software quality estimation techniques namely Regression Tree, Fuzzy Systems, Case-Based Reasoning, Rule-Based Systems, Multiple Linear Regression and Neural Networks [20  ... 
doi:10.5120/9354-3687 fatcat:wxk5b5rvwzchfpztgauzh73e24

Reasons for Implementing Movement in Kinetic Architecture

Jan Cudzik, Lucyna Nyka
2017 IOP Conference Series: Materials Science and Engineering  
The paper gives insights into different forms of movement in contemporary architecture and examines them based on the reasons for their implementation.  ...  In those early projects based on simple mechanisms, the main motives were focused on functional values and in later experiments -on improving buildings' environmental performance.  ...  Conclusions Generally, it may be noticed that reasons for implementing movement have changed in the last decade from user-centred, simple functionalism to environment-centred responses to different kinds  ... 
doi:10.1088/1757-899x/245/4/042073 fatcat:wat5hi5surdbrglmec2ycx7uqe

Indoor Environmental Health Assessment in Eco-Building and Its Case Study

Jing Yuan, Xiaohui Zhao, Giwa Abdulmoseen Segun, Mohammadtaghi Vakili, Lexuan Zhong
2021 Atmosphere  
verified by a case study in Shanghai.  ...  This health assessment method and system provides an innovative way for the indoor environment risk evaluation of eco-buildings and is helpful to standardize the local building market.  ...  quality index (IAQ i ) of office buildings was selected based on the survey results of the indoor air quality of office buildings in Shanghai [31] .  ... 
doi:10.3390/atmos12060794 fatcat:xaez2ifytfbbfhrnuumalxo34q


Niloofer Shanavas .
2014 International Journal of Research in Engineering and Technology  
Case-Based Reasoning (CBR) is a problem solving methodology where experience in the form of past cases can be used to solve problems, thereby assisting the automation of problem solving and experience  ...  In order to support the IT team for faster and efficient problem resolution, a case-based reasoning approach integrated with data mining techniques could be utilized.  ...  CASE-BASED REASONING (CBR) SYSTEMS CBR systems make use of the specific knowledge of past experiences (cases).  ... 
doi:10.15623/ijret.2014.0303066 fatcat:esxouotvmze2rnwptwo6l6njlu
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