Artificial Intelligence and Lisp Lecture 14 Artificial Intelligence

Artificial Intelligence and Lisp Lecture 14 Artificial Intelligence: Research Centers and Commercial Use Li. U Course TDDC 65 Autumn Semester, 2010 http: //www. ida. liu. se/ext/TDDC 65/

Artificial Intelligence R & D Scene Research Publications Specialized A. I. Company Academic Research Laboratory Research Transfer Organization Company with Niche Products Major Corporation Combined Academic & Transfer Laboratory

Selected Case: Peter Norvig Director of Research at Google since 2005 Director of Search Quality at Google, 2002 -2005 Co-author of textbook 'Artificial Intelligence' Director of 'Remote Agent' A. I. control system for 'Deep Space 1' interplanetary spacecraft Faculty positions at University of Southern California and at the UC Berkeley Link to his webpage

Some Major R&D Centers for Artificial Intelligence Deutsches Forschungsinstitut für Künstliche Intelligenz (DFKI), German Research Center for AI (Saarbrücken, Kaiserslautern, Bremen, Berlin) Laboratoire d'Analyse et d'Architecture des Systèmes (LAAS-CNRS), Laboratory for Analysis and Architecture of Systems (Toulouse) Artificial Intelligence Applications Institute, University of Edinburgh Dip. di Informatica e Sistemistica, Università di Roma `la Sapienza', Rome MIT Computer Science and Artificial Intelligence Laboratory (Cambridge, MA) Stanford Artificial Intelligence Laboratory (Palo Alto, CA) SRI Artificial Intelligence Center (Menlo Park, CA) Carnegie-Mellon University, School of Computer Science (Pittsburgh, PA) Others in U. S. and Canada: Toronto, Austin, Univ. of Pennsylvania, Amherst Others in Europe: Imperial College (London), Universität Freiburg, IRST Trento, Barcelona, . . . In Sweden: Linköping, Örebro, Skövde, KTH

Examples of Published, Fielded A. I. Systems From the list of contributions at 2009 IAAI conference (Innovative Applications of Artificial Intelligence) Developing an End-to-End Planning Application from a Timeline Representation Framework. Amedeo Cesta, Gabriella Cortellessa, Simone Fratini, Angelo Oddi An Emergency Landing Planner for Damaged Aircraft Nicolas Meuleau, Christian Plaunt, David Smith, Tristan Smith Task Assistant: Personalized Task Management for Military Environments. Bart Peintner, Jason Dinger, Andres Rodriguez, Karen Myers Automated Critique of Sketched Mechanisms. Jon Wetzel, Ken Forbus An Ensemble Learning and Problem Solving Architecture for Airspace Management. Xiaoqin Zhang, Sungwook Yoon, Jinhong Guo , Prasad Tadepalli , Elizabeth Whitaker, Diana Spears, Gerald De. Jong, Victor Lesser, Deborah Mc. Guinness, Zhexuan Song Using AI to Solve Inspection Scheduling Problem for a Buying Office. Xianhao Zhou, Songshan Guo, Chan Hou Che, Brenda Cheang, Andrew Lim, Hubert Kreuter, Janet Chow

List of Artificial-Intelligence Based Companies - 1 # Acquired Intelligence Inc - Creaters of the ACQUIRE line of administration, operations and customer support products in stand-alone or web-based applications. Includes profile, demo downloads, and job openings. # Agena - Specialises in providing decision support systems using Bayesian methods. # Amika. Now - Email management software solutions and services. Product, services, news, company and contact information. # Applied AI Systems, Inc. - Autonomous robots and voice systems. # Applied Systems Intelligence, Inc. - Providers of intelligent agent technology used to develop highly advanced decision-aiding systems. # Ascent Technology, Inc. - Developer of software systems that solve resource optimization, planning, scheduling, and deployment problems for the air transportation, gaming, healthcare, hospitality, and security industries. # Bio. Comp Systems, Inc. - Source for neural network based data modeling, prediction, forecasting and optimization solutions. Areas of focus includes: Banking and Finance, Manufacturing, Marketing, Medical. # Brighterion - Uses artificial-intelligence technologies to prevent fraud in transaction environments such as finance, e-commerce, telecommunications, and insurance. Information on solutions and technology. # Cell Matrix Corporation - Specializing in a new type of hardware and software which allows for the creating of smart and dynamic circuits which can respond to changes in their environment.

List of Artificial-Intelligence Based Companies - 2 # Cogito - Knowledge-centered software creates diagrams and visualizations. Product and corporate information. # Conver. Speech - Provides tools that determine the subject and content of a document and how it relates to other documents. Information on products and services. # Cycorp - The Cyc Common Sense product family comprises an immense multi-contextual knowledge base, an efficient inference engine, a set of interface tools, and a number of special-purpose application modules. # Gensym - Provider of expert system software and services based on G 2, the company's unique, high -performance reasoning-engine technology. Includes typical usage scenarios and applications, case studies, whitepapers and corporate information. # Higher Level Systems Ltd - Software development company based in Liphook, Hampshire. Creates and supports Assistum knowledge management tools. # Hugin Expert - Expert system software house in construction and execution of Bayesian Belief Networks (also known as Bayesian Networks, Belief Networks, or Causal Probabilistic Networks). # IF Computer Tools - Software components for strategic systems - knowledge engineering. # Imagination Engines, Inc. - Imagination Engines builds neural network cascades that self-assemble into the largest synthetic, cognitive structures in the world. IEI holds all the core patents in the area of building such artificial brains, foremost of which is the so-called "Ceativity Machine" (US Patent 5, 659, 666).

List of Artificial-Intelligence Based Companies - 3 # Intelli. Crafters - Deploys knowledged-based solutions in organizations of all types and sizes. Information on products and services. # Intellix - Intellix supplies software for the collection, storage and distribution of knowledge: building expert systems, knowledge mapping, data mining, CBR, case based reasoning, knowledge sharing and knowledge management. # Knowledge Systems Design - Develops, delivers, and supports knowledge base systems for business applications using AI technologies. Information on company, applications, technology, and employment opportunities. # Knowledge. Scape Systems - Real-time optimization system learns the process dynamics and adjusts process setpoint, optimizing a single procedure or an entire enterprise. # Lib. RT - Professional services and products in information and knowledge technology to support the knowledge engineer in building intelligent applications. # Lindsey Technologies, Inc. - User oriented multimedia internet software distributing knowledge for quality certification and traceability in industry, healthcare and services administration. # Logic Programming Associates - Prolog compilers for Windows and Mac, expert system shell, object -oriented prolog, data mining. # Lumina Decision Systems - Makers of Analytica: business models and decision support. # METALogic n. v. - METALogic is active in the whole field of Materials Engineering and Advanced I. T. i. e. advice and measurement services, corrosion research as well as the development of materials information systems(AI)

List of Artificial-Intelligence Based Companies - 4 # Mnemonic Technology, Inc. - Mnemonic Technology develops systems that automatically learn to make optimal decisions, even in the presence of uncertainty. Our intelligent decision systems have priced credit risk for consumer debt and set loss reserves for asset-backed securities. They have optimized consumer response in internet direct marketing campaigns, traded futures contracts, and learned to identify relevant messages from only a handful of examples, without any human intervention. # Norsys Software Corp. - Belief networks and influence diagrams for data mining, decision analysis, diagnosis, prediction, creating software agents, real-time control, signal conditioning, sensor fusion, expert system building, statistical analysis, probabilistic modeling and risk management / portfolio analysis. # Novacast - Database mining, knowledge-based systems, rule induction, neural nets, genetic algorithms. # SPSS, Inc. - Business intelligence, especially data mining, as well as three vertical markets: survey and market research, quality improvement and scientific research. # Sirma AI Company - Research and software development company whose major areas of activity include CAD, business process automation, e-commerce, text processing, knowledge management and distributed AI, and CASE # Stottler Henke Associates, Inc. - SHAI is an artificial intelligence (AI) research and development company that provides consulting and custom software development services: Adaptive training, scheduling systems, knowledge access tools, collaboration tools, design and manufacturing support, data maining, computer security, autonomous agents, intelligent decision support

List of Artificial-Intelligence Based Companies # Strategy. com - Division of Micro. Strategy. Provider of enterprise decision support software which allows sophisticated analyses across large volumes of numerical data stored in relational database data warehouses. # Systems Services - Software design, development, test - based in Hertfordshire UK. Artificial Intelligence developments for financial modelling. Share trading strategies (for UK authorised financial advisers only). # TISEC Inc. - Offers nondestructive testing and reliability engineering services, artificial intelligence pattern recognition software, multimedia training and reference materials and hydrogen safety technology. # Victauri LLC - Provides interactive content, which allows creation of an interactive, intelligent Web agent that can automatically respond to questions from visitors. Includes product and service information and downloads. # Vigi. Pro - The Vigi. Pro solution is a recognised methodology for the implementation of a strategic intelligence process with concrete results and a software using the Intranet/Extranet environment that was specially developed to support all the activities of a strategic intelligence process. # Xpert. Rule Software - Data mining, knowledge based systems and the authors of Xpert. Rule KBS software. Specialists in expert systems, rule induction and fuzzy logic. Source: Open Directory Project, DMOZ, 2007

Artificial Intelligence at Microsoft Link to Microsoft Research website Link to tutorial on AI and computer games

Autonomous Driving in Automobiles Link 1 Link 2

Game-Playing Programs Checkers Chess Poker Metagame systems