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Applied Artificial Intelligence : Proceedings of the 7th International FLINS Conference.
FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Applied Artificial Intelligence for Applied Research. The contributions to the seventh in the series of FLINS conferences contained in this volume cover state-of-the-art research and deve...
| Clasificación: | Libro Electrónico |
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| Autores principales: | , |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
World Scientific
2006.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Foreword / D. Ruan
- Invited lectures. Computation with information described in natural language-the concept of generalized-constraint-based computation / L.A. Zadeh. Learning techniques in service robotic environment / Z.Z. Bien. Foundations of many-valued reasoning / D. Mundici. Integrated operations in arctic environments / F. wre. Can the semantic web be designed without using fuzzy logic? / E. Sanchez. The role of soft computing in applied sciences / P.P. Wang
- pt. 1. Foundations and recent developments. A functional tool for fuzzy first order logic evaluation / V. Lopez, J.M. Cleva, and J. Montero. Field theory and computing with words / G. Resconi and M. Nikravesh. New operators for context adaptation of Mamdani fuzzy systems / A. Botta, B. Lazzerini, and F. Marcelloni. Using parametric functions to solve systems of linear fuzzy equations-an improved algorithm / A. Vroman, G. Deschrijver, and E.E. Kerre. Numerical implementation strategies of the fuzzy finite element method for application in structural dynamics / D. Moens and D. Vandepitte. Environmental/economic dispatch using genetic algorithm and fuzzy number ranking method / G. Zhang [and others]. Minimizing the number of affected concepts in handling inconsistent knowledge / E. Gregoire. A knowledge management based fuzzy model for intelligent information disposal / X. Liang [and others]. A semantical assistant method for grammar parsing / Y. Wang [and others]. Lukasiewicz algebra model of linguistic values of truth and their reasoning / L. Yi, Z. Pei, and Y. Xu. Propositional logic L6P(X) based on Six linguistic term lattice implication algebra / W. Wang, Y. Xu, and L. Zou. Weighting qualitative fuzzy first-order logic and its resolution method / L. Zou. Annihilator and alpha-subset / X.Q. Long, Y. Xu, and L.Z. Yi. Multi-fold fuzzy implicative filter of residuated lattice implication algebras / H. Zhu [and others]. PD-algebras / Y. Liu and Y. Xu. Li-Yorke chaos in a spatiotemporal chaotic system / P. Li [and others]. On the probability and random variables on IF events / B. Riecan. Another approach to test the reliability of a model for calculating fuzzy probabilities / C. Huang and D. Jia. A novel Gaussian processes model for regression and prediction / Y. Zhou, T. Zhang, and Z. Lu. On PCA error of subject classification / L.H. Feng, F.S. Hu, and L. Wan. Optimized algorithm of discovering functional dependencies with degrees of satisfaction / Q. Wei and G. Chen. From analogy reasoning to instances based learning / W. Pan and T. Li. A kind of weak ratio rules for forecasting upper bound / Q. Wei [and others]. Combining validity indexes and multi-objective optimization based clustering / T. Ozyer and R. Alhajj. A method for reducing linguistic terms in sensory evaluation using principle of rough set theory / X. Liu [and others]. The specificity of neural networks in extracting rules from data / M. Holena. Stable neural architecture of dynamic neural units with adaptive time delays / I. Bukovsky, J. Bila, and M.M. Gupta. Evaluation characteristics for multilayer perceptrons and Takagi Sugeno models / W. Kaestner [and others]. Research on improved multi-objective particle swarm optimization algorithms / D. Zhao and W. Jin
- pt. 2. Decision making and knowledge discovery. Knowledge discovery for customer classification on the principle of maximum profit / C. Zeng, Y. Xu, and W. Xie. An integrated analysis method for bank customer classification / J. Zhang [and others]. Two stage fuzzy clustering based on knowledge discovery and its application / Y. Qian. Application of support vector machines to the modelling and forecasting of inflation / M. Marcek and D. Marcek. Assessing the reliability of complex networks: empirical models based on machine learning / C.M. Rocco and M. Muselli. Fuzzy time series modelling by SCL learning / M. Marcek and D. Marcek. Investment analysis using grey and fuzzy logic / C. Kahraman and Z. Ulukan. An extended branch-and-bound algorithm for fuzzy linear bilevel programming / G. Zhang, J. Lu, and T. Dillon. Fuzzy multi-objective interactive goal programming approach to aggregate production planning / T. Ertay. Fuzzy linear programming model for multiattribute group decision making to evaluate knowledge management performance / Y.E. Albayrak and Y.C. Erensal. Product-mix decision with compromise LP having fuzzy objective function coefficients (CLPFOFC) / S. Susanto [and others]. Modeling the supply chain: a fuzzy linear optimization approach / N.Y. Ates and S. Cevik. A fuzzy multi-objective evaluation model in supply chain management / X. Liang. Evaluating radio frequency identification investments using fuzzy cognitive maps / A. Ustundag and M. Tanyas. Analysing success criteria for ICT projects / K. Milis and K. Vanhoof. Multi-attribute comparison of ergonomics mobile phone design based on information axiom / G. Yucel and E. Aktas. Facility location selection using a fuzzy outranking method / I. Kaya and D. Cinar. Evaluation of the suppliers' environmental management performances by a fuzzy compromise ranking technique / G. Buyukozkan and O. Feyzioglu. A fuzzy multiattribute decision making model to evaluate knowledge based human resource flexibility problem / M.E. Genevois and Y.E. Albayrak. Fuzzy evaluation of on the job training alternatives in industrial companies / G. Kayakutlu [and others]. A study of fuzzy analytic hierarchy process: an application in media sector / M. Ozyol and Y.E. Albayrak. Prioritization of relational capital measurement indicators using fuzzy AHP / A. Beskese and F.T. Bozbura. Multicriteria map overlay in geospatial information system via intuitionistic fuzzy AHP method / T. Silavi, M.R. Malek, and M.R. Delavar. A consensus model for group decision making in heterogeneous contexts / L. Martinez, F. Mata, and E. Herrera-Viedma. A linguistic 360-degree performance appraisal evaluation model / R. de Andres, J.L. Garcia-Lapresta, and L. Martinez. An interactive support system to aid experts to express consistent preferences / S. Alonso [and others]. A model of decision-making with linguistic information based on lattice-valued logic / J. Ma, S. Chen, and Y. Xu. Information integration based team situation assessment in an uncertain environment / J. Lu and G. Zhang. Scheduling a flowshop problem with fuzzy processing times using ant colony optimization / S. Kilic and C. Kahraman. Time dependent vehicle routing problem with fuzzy traveling times under different traffic conditions / T. Demirel and N.C. Demirel. A programming model for vehicle schedule problem with accident / C. Zeng, Y. Xu, and W. Xie. A web data extraction model based on XML and its improvement / W. Xie and C. Zeng. Evaluation of E-service providers using a fuzzy multi-attribute group decision-making method / C. Kahraman and G. Buyukzkan. A case based research on the directive function of website intelligence to human flow / Z. Lu, Z. Deng, and Y, Wang. Genetic algorithm for interval optimization and its application in the web advertising income control / Q. Liao and X. Li. Design and implementation of an E-commerce online game for education and training / P. Zhang [and others]. Selection model of semantic web services / X. Wang, Y. Zhao, and W.A. Halang. A trust assertion maker tool / P. Ceravolo [and others]. Web access log mining with soft sequential patterns / C. Fiot, A. Laurent, and M. Teisseire. An improved ECC digital signature algorithm and application in E-commerce / X.P. Xu. An immune symmetrical network-based service model in peer-to-peer network environment / X. Zhang, L. Ren, and Y. Ding. Machine learning and soft-computing in bioinformatics-a short journey / F.-M. Schleif [and others]. Full-length HPLC signal clustering and biomarker identification in tomato plants / M. Strickert [and others]. Feature scoring by mutual information for classification of mass spectra / C. Krier [and others]. Peak intensity prediction for PMF mass spectra using support vector regression / W. Timm [and others]. Learning comprehensible classification rules from gene expression data using genetic programming and biological ontologies / B. Goertzel [and others]. Protein secondary structure prediction: how to improve accuracy by integration / L. Palopoli [and others]. The stabilization effect of the triplex vaccine / F. Pappalardo [and others]. Learning classifiers for high-dimensional micro-array data / A. Bosin, N. Dessi, and B. Pes.
- Prediction of residue exposure and contact number for simplified HP lattice model proteins using learning classifier systems / M. Stout [and others]. A study on the effect of using physico-chemical features in protein secondary structure prediction / G.L.J. Rama [and others]. Gene expression data analysis in the membership embedding space: a constructive approach / M. Filippone, F. Masulli, and S. Rovetta. BICA and random subspace ensembles for DNA microarray-based diagnosis / B. Apolloni, G. Valentini, and A. Brega. Prediction of Sclerotinia Sclerotiorum (Lib) De Baey Disease on Winter Rapeseed (B. Napus) based on Grey GM(1,1) Model / G. Liao and F. Xiao
- pt. 3. Applied research and nuclear applications. Identification of seismic activities through visualization and scale-space filtering / C. Qin, Y. Leung, and J. Zhang. Fuzzy approximation network perturbation systems and its application to risk analysis in transportation capacity / K. Zou. Application of artificial neural networks in the flood forecast / L. Feng and J. Lu. Integrated management pattern of marine security synthesis risk / Y. Wang. Risk analysis and management of urban rainstorm water logging in Tianjin / S. Han, Y. Xie, and D. Li. Study on environmental risk influence factor of Tongliao / X.H. Ren [and others]. Practical research of the flood risk based on information diffusion theory / X. Zhang and L. Feng.