Machine Learning, Expert Systems, and Intelligent Agents

Machine Learning
- Definitions
  - Definition 1
- Index Pages
  - David W. Aha: Machine Learning Page (comprehensive page)
  - Interesting Machine Learning Pages (meta-page)
- FAQs and Tutorials
- Articles, Journals and Books
  - Machine learning (reading list)
  - Machine Learning Online (journal)
  - Machine Learning Approach (article)
  - Of Mushrooms and Machine Learning (article)
  - Machine Learning Papers (hypertext list)
  - Machine Learning Grows Up (Byte article)
- Examples and Descriptions of Machine Learning
  - Mouse
  - Machine Learning and Vision
  - Machine Learning of Natural Language (workshop)
  - Drug Design by Machine Learning (abstract with PS download)
  - Cool Robot Project and Machine Learning Exploration (has mpeg download)
Expert Systems
- Definitions
  - Definition 1
- FAQs and Tutorials
  - Fuzzy Logic and Fuzzy Expert Systems (part 1)
  - Fuzzy Expert Systems
  - Expert System Shells (part 1)
  - Introduction to Artificial Intelligence and Expert Systems (large tutorial)
  - Building Expert Systems (article)
  - Intelligence: Natural and Artificial (nice tutorial)
  - The Evolution from Expert Systems to Fuzzy Expert Systems (book review)
- Articles, Journals, and Books
  - Expert Systems (article)
  - Expert Systems in Taxation (good student article)
  - Decision Support and Expert Systems (conference presentation with slides)
  - International Journal of Applied Expert Systems now known as New Review of Applied Expert Systems
  - Decision Support Systems and Expert Systems (book ad)
  - Expert Systems and Open Systems in Medical Artificial Intelligence (conference presentation)
  - Expert Systems in the Steel Industry (article)
  - IEEE Expert Online (online journal)
  - Ethical Issues of Expert Systems (journal article)
- Examples and Descriptions of Expert Systems
  - Historical Projects (a long list of "classic" expert systems)
  - Expert Systems Development Group (for agricultural and consumer uses)
    - Image from "Nutritious Shopping" Expert System (example of consumer level expert system)
  - Legal Expert Systems (on-line form, UK)
  - Pitch (company that writes expert systems)
  - Attar Software product samples (another company's offerings)
Intelligent Agents
- Auto Browsers & Intelligent Agents
  - These are "intelligent" programs that will browse the Web for you.
    - Agentware
    - Browser Buddy
    - FlashSite
    - NetAttache Pro
    - Teleport Pro
    - WebVCR
    - WebEx
    - Web Retriever
    - Go Ahead Software Intelligent Agents
    - Netscape LiveTopics Help
- Definition
  - Definition 1
  - Definition 2
- Index Pages
  - Intelligent Agents WWW sites
  - UMBC Agent Web (nice page)
  - Willy Jamison's Intelligent Agent Page (short list of other IA pages)
  - Intelligent Agents for Electronic Commerce (commercial site)
  - Intelligent Agent Resource Links (giant index page)
  - Intelligent Agent Research
  - IBM Intelligent Agents Home Page
  - Intelligent Agent Links
  - Virtual Intelligent Agent Search Engines
- FAQs and Tutorials
  - The Software Agents Mailing List FAQ
  - Intelligent Agent Technology (slick tutorial)
  - Welcome to the Wonderful World of Intelligent Agents (MIT student tutorial)
  - Agents '97 (international meeting page, includes tutorials)
- Articles, Journals, and Books
  - Intelligent Agents (edited book)
  - AgentNews (slick newsletter)
  - Intelligent Agent Newsletter (also slick)
  - Intelligent Agent Technology: Final Report (technical report on IAs)
  - Learning and Group Behavior in Interacting Agents (Master's Thesis)
- Examples and Descriptions of Intelligent Agents
  - Examples 1
  - ETO Intelligent Agent - IAgent (product)
  - NetScore (IA for intranet management--response time monitoring)
  - Go-Get-It (download PC IA)
  - Java Intelligent Agent Library (includes demos)
  - Operant WebSites (company that produces Web sites using "behavioral science")

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