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检索条件"丛书名=Advances in Intelligent and Soft Computing"

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Mobile Agents for Critical Medical Information Retrieving from the Emergency Scene 7th

Mobile Agents for Critical Medical Information Retrieving fr...

引用

7th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Martin-Campillo, Abraham Marti, Ramon Robles, Sergi Martinez-Garcia, Carles Univ Autonoma Barcelona Dept Informat & Commun Engn E-08193 Barcelona Cerdanyola Vall Spain

ISBN: (纸本)9783642004865

Lacking medical information about a victim in the aftermath of an emergency makes the early treatment and the efficient allocation of resources difficult. On the other hand, communication infrastructures are normally disrupted in these situations. thus hindering the gathering of the required information. This paper presents a new application of mobile agents for retrieving partial information of medical records upon request from the emergency scene. This solution fits well when mobile ad hoc networks are in use, and it is based on the asynchronous communication provided by mobile agents. By using the proposed system, it is possible to request remote hospitals for critical information about the victims. such as allergies or infectious diseases, thus facilitating more accurate diagnosis and bringing forward decision making. An implementation of the system has been developed, showing its feasibility.

关键词： Mobile agents

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Fault-Tolerant Nearest Neighbor Classifier Based on Reconfiguration of Analog Hardware in Low Power intelligent Sensor Systems

Fault-Tolerant Nearest Neighbor Classifier Based on Reconfig...

引用

13th World Conference on soft computing in Industrial Application

作者： Iswandy, Kuncup Koenig, Andreas Univ Kaiserslautern Inst Integrated Sensor Syst D-67663 Kaiserslautern Germany

ISBN: (纸本)9783540896180

An increasing interest of low-power integrated intelligent sensor systems is intended for the efficient realization of mobile and distributed realizations. Wireless sensor networks (WSN) are one possible example, where long term sensor vigilance and data acquisition and rather sporadic and brief communication phases occur. Mixed-signal realization, in particular exploiting sub-threshold implementation are interesting, but suffer from susceptibility to environmental and process parameter deviations. Redundancy and reconfiguration based on evolutionary approaches can overcome these problems and raise the yield. In this paper, the behavioral model of a previously implemented one-nearest neighbor (1-NN) reconfigurable mixed-signal classifier is modified by using Gaussian distribution of process parameter deviations, which is more close to real problems rather than uniform distribution used in our prior work. An eye-tracking example will be employed for the case study. To compensate classifier performance due to static deviations, the prototypes are adjusted or reconfigured by Particle Swarm Optimization (PSO) and successfully proved in our simulation results. The yield could be increased considerably, so that PSO and instance based reconfiguration gives broader applicability to low-power mixed-signal circuits.

关键词： Data acquisition

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MASITS - A Tool for Multi-Agent Based intelligent Tutoring System Development 7th

MASITS - A Tool for Multi-Agent Based Intelligent Tutoring S...

引用

7th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Lavendelis, Egons Grundspenkis, Janis Riga Tech Univ Dept Syst Theory & Design LV-1658 Riga Latvia

ISBN: (纸本)9783642004865

intelligent Tutoring Systems (ITS) have some specific characteristics that must be taken into consideration during the development. However, there are no specific tools for agent based ITS development. This paper proposes such tool named MASITS for multi-agent based ITS development. The tool supports the whole life-cycle of ITS development. It provides an environment to create models needed in all phases of the development. During the analysis phase a goal diagram and a use case diagram is used. The design is divided into two stages, namely external and internal design. The tool provides code generation from the diagrams created during the design. Source code of JADE agents, behaviours and ontology are generated.

关键词： Agent Oriented software Engineering Agent Development Tool intelligent Tutoring System

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Automatic Rule Generation Based on Genetic Programming for Event Correlation

引用

2nd International Workshop on Computational Intelligence for Security in Information Systems (CISIS 09)

作者： Suarez-Tangil, G. Palomar, E. de Fuentes, J. M. Blasco, J. Ribagorda, A. Univ Carlos III Madrid Dept Comp Sci Madrid 28911 Spain

ISBN: (纸本)9783642040900

The widespread adoption of autonomous intrusion detection technology is overwhelming current frameworks for network security management. Modern intrusion detection systems (IDSs) and intelligent agents are the most mentioned in literature and news, although other risks such as broad attacks (e.g. very widely spread in a distributed fashion like botnets), and their consequences on incident response management cannot be overlooked. Event correlation becomes then essential. Basically, security event correlation pulls together detection, prevention and reaction tasks by means of consolidating huge amounts of event data. Providing adaptation to unknown distributed attacks is a major requirement as well as their automatic identification. This positioning paper poses an optimization challenge in the design of such correlation engine and a number of directions for research. We present a novel approach for automatic generation of security event correlation rules based on Genetic Programming which hats been already used at sensor level.

关键词： Event Correlation Rule Generation Genetic Programming Network Security Management

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A Real Estate Management System Based on soft computing

A Real Estate Management System Based on Soft Computing

引用

13th World Conference on soft computing in Industrial Application

作者： Barranco, Carlos D. Campana, Jesus R. Medina, Juan M. Pablo Olavide Univ Sch Engn Div Comp Sci Utrera Rd Km 1 Seville 41013 Spain Univ Granada Dept Comp Sci & Artifical Intelligence E-18071 Granada Spain

ISBN: (纸本)9783540896180

The paper describes a web based system which applies soft computing techniques to the area of real estate management. The application is built on a Fuzzy Object Relational Database Management System called soft Data Server, which provides application capabilities for fuzzy data handling. A brief overview of fuzzy types and operations available in soft Data Server is also depicted. The paper shows the way real estate attributes can be expressed using fuzzy data, and how fuzzy queries can be used to express typical real estate customer requirements on a fuzzy real estate database. Finally, a brief overview of the layered architecture of the application is presented.

关键词： Data handling

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Fuzzy Approaches for Colour Image Palette Selection

Fuzzy Approaches for Colour Image Palette Selection

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13th World Conference on soft computing in Industrial Application

作者： Schaefer, Gerald Zhou, Huiyu Aston Univ Sch Engn & Appl Sci Birmingham B4 7ET W Midlands England Brunel Univ Sch Engn & Design Uxbridge UB8 3PH Middx England

ISBN: (纸本)9783540896180

Colour quantisation algorithms are used to display true colour images using a limited palette of distinct colours. The choice of a good colour palette is crucial as it directly determines the quality of the resulting image. Colour quantisation can also be seen as a clustering problem where the task is to identify those clusters that best represent the colours in an image. In this paper we investigate the performance of various fuzzy c-means clustering algorithms for colour quantisation of images. In particular, we use conventional fuzzy c-means as well as some more efficient variants thereof, namely fast fuzzy c-means with random sampling, fast generalised fuzzy c-means, and anisotropic mean shift based fuzzy c-means algorithm. Experimental results show that fuzzy c-means performs significantly better than other, purpose built colour quantisation algorithms, and also confirm that the fast fuzzy clustering algorithms provide quantisation results similar to the full conventional fuzzy c-means approach.

关键词： Color

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Experiencing Self-adaptive MAS for Real-Time Decision Support Systems 7th

Experiencing Self-adaptive MAS for Real-Time Decision Suppor...

引用

7th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： George, Jean-Pierre Peyruqueou, Sylvain Regis, Christine Glize, Pierre IRIT 118 Route Narbonne F-31062 Toulouse 4 France UPETEC F-31520 St Etienne France

ISBN: (纸本)9783642004865

Hydrological phenomena are often very dynamic and depend on numerous criteria. The STAFF software is an adaptive model for flood forecast based on self-organizing multi-agent systems. It is operational since 2002 in the Midi-Pyrenees region in France. The aim of this paper is to show the relevance of our approach to model complex natural systems by focusing on the results, architecture and self-organization mechanisms of a real world application. The main idea is to let the artificial system self-adapt towards the adequate model by confronting it to real data. thus ensuring that the resulting model represents reality. Moreover, since the MAS is constantly adapting, we obtain a dynamic and autonomous system that can take into account any future dynamics (strong perturbations, sensor breakdowns...) and able to provide decision-makers with usable information anytime.

关键词： Cooperative agents self-organisation emergence adaptation flood forecast

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Multi-agent Reasoning Based on Distributed CSP Using Sessions: DBS 7th

Multi-agent Reasoning Based on Distributed CSP Using Session...

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7th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Monier, Pierre Piechowiak, Sylvain Mandiau, Rene Univ Valenciennes & Hainaut Cambresis LAMIH UMR CNRS 8530 F-59313 Valenciennes 9 France

ISBN: (纸本)9783642004865

Early researches on Constraints Satisfaction Problems (CSP) in Artificial Intelligence began in the 1970s. The CSP formalism addresses many problems in a simple and efficient way. However, it is not possible to solve some of these problems in a classical and centralized way, for various reasons such as prohibitive computation time or unsafe security data. To solve these naturally distributed problems, the Distributed CSP (DisCSP) have been proposed. In this paper, we present an algorithm called DBS for DisCSP solving and we discuss about the performances obtained with a random DisCSP generator.

关键词： Constraint satisfaction problems

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Toward a Conceptual Framework for Multi-points of View Analysis in Complex System Modeling: OREA Model 7th

Toward a Conceptual Framework for Multi-points of View Analy...

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7th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Belem, Mahamadou Mueller, Jean-Pierre CIRAD UPR GREEN TA C47 F-34398 Montpellier 5 France

ISBN: (纸本)9783642004865

Complex system design requires a multi-disciplinarily approach deploying a multiplicity of point of views. The OREA (Organization-Role-Entity-Aspect) model presented in this paper proposes a conceptual framework allowing to represent a complex system in different points of view and to integrate them in order to form a coherent system. Using an Agent-Group-Role (AGR) extension, OREA allows not only to represent a system from various points of view through the roles played by entities within organizations, but also to allow various entities to play a same role in various ways through the notion of aspects. Unlike most roles based models, OREA provides a clear distinction between (1) the external properties of an entity described by the roles and (2) the internal properties described by the aspects. The OREA model increases organization reuse and the adaptability of a system. OREA model have been implemented in Mimosa and used to implement a simulator for carbon dynamics analysis at village territory level.

关键词： Complex system Design Multi-point of views Multi-agents System Organization AGR OREA MIMOSA

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From Research on the Decision-Making in Ill-Structured Situation Control and the Problem of Risks

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2008 Conference on Human System Interactions

作者： Abramova, N. A. Kovriga, S. V. Russian Acad Sci Inst Control Sci Lab Cognit Modeling & Situat Control Moscow Russia

ISBN: (纸本)9783642032011

In this paper basic directions of cognitive approach evolution in the field of formal methods of searching and making decisions in the control of complex and ill-structured situations are briefly reviewed. The problem of risks for the results validity that arise due to the human factor in the cognitive approach is considered and the conception of cognitive risks is proposed with two kinds of risks exposed. On the example of a real-life cognitive map, modeling a complex and ill-structured situation, practically significant risks of invalid formalization related to causal influence transitivity are demonstrated. Some explanatory mechanisms and criteria for the early detection of such risks are proposed. The issues important for further evolution of the cognitive approach to decision-making in the ill-structured situation control and especially of causal mapping techniques are lighted.

关键词： Decision making

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