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This volume contains the papers presented at ADT 2009, the first International Conference on Algorithmic Decision Theory. The conference was held in San Servolo, a small island of the Venice lagoon, during October 20-23, 2009. The program of the conference included oral presentations, posters, invited talks, and tutorials. The conference received 65 submissions of which 39 papers were accepted (9 papers were posters). The topics of these papers range from computational social choice preference modeling, from uncertainty to preference learning, from multi-criteria decision making to game theory.

Decision making --- Computer algorithms --- Computer science --- Artificial intelligence --- Mathematical Theory --- Mathematical Statistics --- Mathematics --- Physical Sciences & Mathematics --- Automatic theorem proving --- Data processing --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management --- Management decisions --- Computer science. --- Mathematical logic. --- Mathematical statistics. --- Discrete mathematics. --- Computer Science. --- Mathematical Logic and Formal Languages. --- Mathematics of Computing. --- Discrete Mathematics. --- Discrete Mathematics in Computer Science. --- Probability and Statistics in Computer Science. --- Symbolic and Algebraic Manipulation. --- Mathematics. --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Algebra of logic --- Logic, Universal --- Mathematical logic --- Symbolic and mathematical logic --- Symbolic logic --- Algebra, Abstract --- Metamathematics --- Set theory --- Syllogism --- Informatics --- Science --- Statistical methods --- Choice (Psychology) --- Problem solving --- Computational complexity. --- Algebra --- Data processing. --- Complexity, Computational --- Machine theory --- Computer science—Mathematics. --- Discrete mathematical structures --- Mathematical structures, Discrete --- Structures, Discrete mathematical --- Numerical analysis

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This book constitutes the refereed proceedings of the Second International Conference on Algorithmic Decision Theory, ADT 2011, held in Piscataway, NJ, USA, in October 2011. The 24 revised full papers presented were carefully reviewed and selected from 50 submissions.

Decision making --- Decision trees --- Data mining --- Management --- Mathematics --- Mechanical Engineering --- Engineering & Applied Sciences --- Physical Sciences & Mathematics --- Business & Economics --- Mathematical Statistics --- Computer Science --- Mechanical Engineering - General --- Management Theory --- Mathematical models --- Information Technology --- Artificial Intelligence --- Computer science. --- Computer communication systems. --- Computer programming. --- Algorithms. --- Mathematical statistics. --- Artificial intelligence. --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Algorithm Analysis and Problem Complexity. --- Information Systems Applications (incl. Internet). --- Probability and Statistics in Computer Science. --- Computer Communication Networks. --- Programming Techniques. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Algorism --- Algebra --- Arithmetic --- Computers --- Electronic computer programming --- Electronic digital computers --- Programming (Electronic computers) --- Coding theory --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Informatics --- Science --- Statistical methods --- Foundations --- Programming --- Distributed processing --- Computer software. --- Artificial Intelligence. --- Software, Computer --- Computer systems --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software