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Web usage mining with evolutionary extraction of temporal fuzzy association rules

Stephen G. Matthews, Mario A. Gongora, Adrian A. Hopgood, Samad Ahmadi
2013 Knowledge-Based Systems  
A genetic algorithm (GA)-based solution is described that uses the flexible nature of the 2-tuple linguistic representation to discover rules that occur at the intersection of fuzzy set boundaries.  ...  However, there is a problem with traditional temporal fuzzy association rule mining algorithms.  ...  The result was two sets of temporal fuzzy association rules: one set containing the traditional fuzzy set representation, and the other containing the 2-tuple linguistic representation.  ... 
doi:10.1016/j.knosys.2013.09.003 fatcat:qhsjtqqn7zg5lk6kmpx2jqgm3a

Knowledge acquisition in the fuzzy knowledge representation framework of a medical consultation system

Karl Boegl, Klaus-Peter Adlassnig, Yoichi Hayashi, Thomas E. Rothenfluh, Harald Leitich
2004 Artificial Intelligence in Medicine  
This paper describes the fuzzy knowledge representation framework of the medical computer consultation system MedFrame/CADIAG-IV as well as the specific knowledge acquisition techniques that have been  ...  interpretations for patient data; and (c) constructing inferential knowledge in a fuzzy knowledge representation framework.  ...  Acknowledgements We gratefully acknowledge the financial support provided by ARC Seibersdorf Research GmbH, Biomedical Engineering, Seibersdorf, Austria, the corporate research partner of the Ludwig Boltzmann  ... 
doi:10.1016/s0933-3657(02)00073-8 pmid:14684262 fatcat:r5qas7fsevc2tnu4hfvna7k6he

Forthcoming Papers

2003 Artificial Intelligence  
We make use of a spatial representation of each piece of information, as a spatial fuzzy set representing a constraint to be satisfied by the searched object, thanks in particular to fuzzy mathematical  ...  Therefore, the core of the approach is the knowledge representation part, and constitutes the main contribution of this paper.  ...  on the Fuzzy Constraint Satisfaction Problem formalism, and with which it is possible to define what we call Fuzzy Temporal Profiles (FTP).  ... 
doi:10.1016/s0004-3702(03)00097-3 fatcat:3onebhjscnabnhdkqhp66haglq

Fuzzy Integrated Ontology Model of Dynamic Learner Profiling

Finally to achieve semantic retrieval from learner profile ontology, fuzzy concepts such as fuzzy linguistic variable and fuzzy IF THEN rules are applied.  ...  Fuzzy linguistic variable facilitate semantic retrieval and more specific classification from learner profile ontology and fuzzy IF THEN rules predict the learning preference of new students based on the  ...  Fuzzy linguistic variable is used to make distinction on the vague knowledge representation of existing concepts of learner profile ontology.  ... 
doi:10.35940/ijitee.l3119.1081219 fatcat:ea7v3uv7gbevll5iyjrnoksygq

Extracting Task Designs Using Fuzzy and Neuro-Fuzzy Approaches

Ajay Tinguria, R. Sudhakar
2022 International journal of computer science and mobile computing  
In this paper we discuss some technique of fuzzy approaches.  ...  Explanations on movements of an object require descriptions of the patterns they exhibit over space and time.  ...  Instead of numerical descriptions for the representation of positions and paths of moving objects, fuzzy values can be assigned.  ... 
doi:10.47760/ijcsmc.2022.v11i07.007 fatcat:5eno4zputzdzjpvitdg4l3vwfi

An Adaptive Fuzzy Framework based on Optimized Fuzzy Contexts for Detecting Network Intrusions

Habib Ullah Baig, Mahmood Ahmad Sheikh, Farrukh KAMRAN
2010 Mehran University Research Journal of Engineering and Technology  
short-term fuzzy profiles/contexts? for each such individual intrusion phase resulting in enhanced detection accuracy for low-level attacks.  ...  Working at second line of defense, detection accuracy is the key objective that largely depends upon the precision of its normal profile.  ...  ACKNOWLEDGEMENT The authors acknowledge the support of HEC Pakistan for this research through its indigenous-300 S&T scholarship program.  ... 
doaj:eca7baf33ae34d24bd12417aaf468b64 fatcat:2tgdkx3f3fglzfxpycin32kxi4

Comparative study between direct load control and fuzzy logic control based demand response

Chittesh Veni Chandran, Malabika Basu, Keith Sunderland
2016 2016 51st International Universities Power Engineering Conference (UPEC)  
In this regard, the consequences for fuzzy DR are considered in respect to three temperature profiles.  ...  Finally, temporal availability and the consequences for DR are considered in the context of a household.  ...  The output of the temporal fuzzy controller is provided as the input to the fuzzy DR controller. The temporal fuzzy controller is defined using 98 rules.  ... 
doi:10.1109/upec.2016.8114090 fatcat:3zu3yjx3u5ftdam6r3owp3bnhy

Conceptual Applicant Screening Model with Fuzzy Logic in Industrial Organizational Contexts

Dana Balas-Timar, Sonia Ignat
2015 Procedia - Social and Behavioral Sciences  
Based on the decisions of our fuzzy expert system, automatic applicant selection procedure will be able to distinct between candidates that do not meet the mandatory criteria and candidates that are suitable  ...  previous research in human resources selection process modelling by industrial engineers and on the multilevel theory and research in organizations principles, we are proposing an applicant screening fuzzy  ...  Ertugrul Karsak (2010) have developed a fuzzy multi-criteria decision making (MCDM) algorithm using the principles of fusion of fuzzy information, 2-tuple linguistic representation model, and technique  ... 
doi:10.1016/j.sbspro.2015.08.291 fatcat:y2s5ycpcqfefjp5znpvjymrhr4

Temporal representation and reasoning in medicine: Research directions and challenges

Klaus-Peter Adlassnig, Carlo Combi, Amar K. Das, Elpida T. Keravnou, Giuseppe Pozzi
2006 Artificial Intelligence in Medicine  
Objective: The main aim of this paper is to propose and discuss promising directions of research in the field of temporal representation and reasoning in medicine, taking into account the recent scientific  ...  Background: Temporal representation and reasoning in medicine is a well-known field of research in the medical as well as computer science community.  ...  [37] present a more complex model for the representation and handling of fuzzy temporal references.  ... 
doi:10.1016/j.artmed.2006.10.001 pmid:17081736 fatcat:mdcczsayzvgptca67ivy65z46q

Real-Time Segmentation of Moving Objects in H.264 Compressed Domain with Dynamic Design of Fuzzy Sets

Cayetano J. Solana-Cipres, Luis Rodriguez-Benitez, Juan Moreno García, Luis Jiménez, Gerardo Fernández-Escribano
2009 European Society for Fuzzy Logic and Technology  
The performance of the algorithm is improved using dynamic design of fuzzy sets that avoids merge and split problems.  ...  comprehensive linguistic concepts.  ...  Acknowledgment This work was supported by the Ministry of Science and Technology of Spain under CONSOLIDER Project CSD2006-46 and CICYT Project TIN2006-15516-C04-02 and by the Council of Science and Technology  ... 
dblp:conf/eusflat/Solana-CipresBGJF09 fatcat:vuaoz6mrkjcplggpfhtouulj2m

Fuzzy Symptoms and a Decision Support Index for the Early Diagnosis of Confusable Diseases [chapter]

P. R. Innocent
2001 Developments in Soft Computing  
The extension allows the specification of fuzzy symptoms by using fuzzy relations to determine a symptom's strength based on observed intensity and certainty of duration.  ...  We begin by briefly considering the context of use of the process and then go on to formally describe the fuzzy approach and the algorithm that produces the improved index.  ...  Goeckler, for developing prototype temporal fuzzy reasoning programs and implementing the basic ideas in this paper.  ... 
doi:10.1007/978-3-7908-1829-1_10 fatcat:q2czj25cjvchren2krcnhpcvza

A fuzzy constraint satisfaction approach for signal abstraction

A. Otero, P. Félix, S. Barro
2009 International Journal of Approximate Reasoning  
We present the multivariable fuzzy temporal profile model (MFTP), a formal model which allows us to represent signal patterns and identify their occurrences over the temporal evolution of a set of physical  ...  the appearance of certain distinctive morphologies -profiles -over each parameter.  ...  Acknowledgements The authors wish to acknowledge the support by the Spanish Ministry of Education and Science (MEC), the European Regional Development Fund of the European Commission (FEDER) and University  ... 
doi:10.1016/j.ijar.2008.08.005 fatcat:emd354pfffcsneiipjlrrkckpm

Page 7290 of Mathematical Reviews Vol. , Issue 2004i [page]

2004 Mathematical Reviews  
, and with which it is possible to define what we call fuzzy temporal profiles (FTP).  ...  In spite of this, we supply algorithms guaran- teeing local levels of consistency that allow a large proportion of the errors committed by a human expert in the linguistic descrip- tion of the profile  ... 

Fuzzy Association Rule Mining- A Survey

Pramod Pardeshi, Ujwala Patil
2017 International Journal of Scientific Research in Computer Sciences and Engineering  
This paper presents a survey on various techniques such as fuzzy logic and rule mining for finding the customer behaviour that helps in better decision making and enhancing the performance of the system  ...  The rapid growth of web logs and texts has gained a lot of attention from the researchers for extracting the interesting rule for designing of the web pages, drawing the customer preference, analysing  ...  Matthews [5] Fuzzy III. SUMMARY OF LITERATURE REVIEW Apriori, CHC with 2-tuple linguistic representation Show the problem of losing temporal fuzzy association rules on real-world Web log data.  ... 
doi:10.26438/ijsrcse/v5i6.1318 fatcat:frnmh3tfsbgj3dsbbbcj4ir52u

Modeling Human Activity From Voxel Person Using Fuzzy Logic

D. Anderson, R.H. Luke, J.M. Keller, M. Skubic, M.J. Rantz, M.A. Aud
2009 IEEE transactions on fuzzy systems  
We discuss temporal fuzzy confidence curves for the common elderly abnormal activity of falling. The automated system is also compared to a ground truth acquired by a human.  ...  Through the use of silhouettes, a privacy protected image representation of the human, acquired from multiple cameras, a three-dimensional representation of the human is built in real-time, called voxel  ...  In [41] we present a higher level fuzzy logic framework that operates on temporal linguistic summarizations, extracted from temporal fuzzy confidence curves, for reasoning about human activity.  ... 
doi:10.1109/tfuzz.2008.2004498 fatcat:as7dc42hc5hnbnlxo3nlevb3fe
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