Agent and Multi-Agent Systems: Technologies and Applications
Home > Computing and Information Technology > Computer science > Artificial intelligence > Agent and Multi-Agent Systems: Technologies and Applications: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II
Agent and Multi-Agent Systems: Technologies and Applications: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II

Agent and Multi-Agent Systems: Technologies and Applications: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II

|
     0     
5
4
3
2
1




International Edition


About the Book

Presented experiments show that usage ofevolutionary approach to feature - duction is justi?ed.Feature selection as well as construction gives goodresults. It is noticeable that attribute construction's best results assign higher classi?- tion accuracy than feature selection alone.That is why, carrying out selection before construction to decrease searchingspace isagoodsolution. Because of indeterministicbehavior of neuralnetworks,it was di?cultto - ducefeaturesetincaseofusingthemto evaluatecandidateresults.Forexample, aneuralnetworklearntverywellondatathatwasdescribedbyfullattributeset, but when thisset was decreased it had huge problems to do this duringrequired number ofepochs.That suggests that usingC4.5 ismuchmore preferred. Numerous experiments havebeen performed and observed.Analysis ofabove results allowsto put the hypothesisthat it is worth to use Construction module as the feature set reduction. But experiments show that Constructormodule does not work sowell whenitusesthe whole initial set offeatures - the search space istoo large.Soit is worth to use ?rstly Selectorand nextConstructor. The second important issue isthatConstructor destructs the semanticmeaning of the features.New constructed features are notunderstandableforusers.In some real-liveproblems measuring offeature values isquite expensive, forsuch problems selector seems to be more suitable because itdiminishes a number of realfeatures.To constructonefeaturesa number ofreal(measured)featurescan be required. Obtainedresults haveencouragedus to extendour system,especiallythe c- structormodule.Weplan to developenlarged set offunctionsFwhich allowsto use the system with data containingdi?erenttype offeatures,not only nume- cal. Such system will be veri?ed usingagreater number ofbenchmark data sets as well as real data. Acknowledgments. This work ispartially ?nanced fromthe Ministryof S- ence and Higher Education Republic of Polandresources in 2008-2010 years as a Poland-Singapore joint research project 65/N-SINGAPORE/2007/0.

Table of Contents:
Management and e-Business.- Agent-Based Decision Making in the Electronic Marketplace: Interactive Negotiation.- Modeling and Verifying Business Interactions via Commitments and Dialogue Actions.- Personalized Support for Management of Financial Instruments by Means of Software Agents.- MAS Approach to Business Models Simulations: Supply Chain Management Case Study.- Analysing Bidder Performance in Randomised and Fixed-Deadline Automated Auctions.- Mobile Agents and Robots.- cljRobust - Clojure Programming API for Lego Mindstorms NXT.- Agent-Enabled Collaborative Downloading: Towards Energy-Efficient Provisioning of Group-Oriented Services.- Lifespan-Aware Routing for Wireless Sensor Networks.- Machine Learning.- A Machine Learning Approach to Speech Act Classification Using Function Words.- Neural Networks for Solving the Superposition Problem Using Approximation Method and Adaptive Learning Rate.- Distributed Data Mining System Based on Multi-agent Communication Mechanism.- Biologically Inspired Agent System Based on Spiking Neural Network.- Agent-Based Optimization (ABO2010).- Cooperative Optimization in Cellular Automata - Based Multiagent Systems with Spatio-temporally Generalized Prisoner’s Dilemma Model.- An Agent-Based Simulated Annealing Algorithm for Data Reduction.- Feature Set Reduction by Evolutionary Selection and Construction.- Iterative Method for Improving Consistency of Multi-attribute Object Judgments Performed by Teams of Decision Makers.- Experimental Investigation of the Synergetic Effect Produced by Agents Solving Together Instances of the Euclidean Planar Travelling Salesman Problem.- Multidimentional Self-organization for Online Time-Constrained Vehicle Routing Problems.- Cooperative Solution to the Vehicle Routing Problem.- AdQL – AnomalyDetection Q-Learning in Control Multi-queue Systems with QoS Constraints.- Two Ensemble Classifiers Constructed from GEP-Induced Expression Trees.- Experimental Evaluation of the A-Team Solving Instances of the RCPSP/max Problem.- Agent-Enabled Social Computing (AESC2010).- Early Warning of Cardiac Problems in a Crowd.- Symmetry Approach to Evacuation Scenarios.- Development of a Cognitive-Emotional Model for Driver Behavior.- Modelling Dynamic Forgetting in Distributed Information Systems.- Integrated Modeling of Cognitive Agents in Socio-technical Systems.- Digital Economy (DE2010).- Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence.- Implementation of Network Oriented Manufacturing Structures.- Supply Chain Arrangements in Recovery Network.- A Study of Stock Market Trading Behavior and Social Interactions through a Multi Agent Based Simulation.- e-Sourcing Cluster Strategies: Empathy vs. Egoism.- Application of Economic Order Value for Creation of Time-Defined Transactions in Web-Based Open Sourcing System.- Using Intelligent Systems for Information Technology Assessment (ISITA2010).- Ontology as a Tool for the IT Management Standards Support.- Methods of Incomplete and Uncertain Knowledge Acquisition in the Knowledge Processing Environment.- An Approach to Agent-Based Supporting System for IT Projects.- Doctoral Track.- ACO-GA Approach to Paper-Reviewer Assignment Problem in CMS.- Updatable Multi-agent OSGi Architecture for Smart Home System.- An Approach to Evaluate the Impact of Web Traffic in Web Positioning.- Agent System for Managing Distributed Mobile Interactive Documents.- Multiagent Means of Bandwidth Allocation for Telecommunication Market.


Best Sellers


Product Details
  • ISBN-13: 9783642135408
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Publisher Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Language: English
  • Returnable: Y
  • ISBN-10: 3642135404
  • Publisher Date: 09 Jun 2010
  • Binding: Paperback
  • No of Pages: 443
  • Sub Title: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Agent and Multi-Agent Systems: Technologies and Applications: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG -
Agent and Multi-Agent Systems: Technologies and Applications: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Agent and Multi-Agent Systems: Technologies and Applications: 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010. Proceedings, Part II

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals

    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!