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Algorithmic Decision Theory

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6 documents available in our comprehensive collection of Algorithmic Decision Theory resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Nondeterminism
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Nondeterminism (theory-d01.pdf)

446 KBGabriele RögerEN 55 pages
The course covers theory of computer science, including background, automata theory, Turing computability, complexity theory, and more, with topics such as
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Preview of proved more than a century ago by the German mathematician Ernst Zermelo
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proved more than a century ago by the German mathematician Ernst Zermelo (ieeeis2015b.pdf)

422 KBMichael WooldridgeEN 6 pages
Game theory models strategic scenarios, with a key concern being understanding what constitutes a rational decision in such settings
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Preview of Top 10 Data Mining Algorithms: A Survey
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Top 10 Data Mining Algorithms: A Survey (10Algorithms-08.pdf)

783 KBEN 37 pages
This survey paper identifies and discusses the top 10 most influential data mining algorithms, including C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART, highlighting their applications and ongoing research.
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Preview of Data Mining Fundamentals
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Data Mining Fundamentals (Lecture_15_MLandDMintro_03_09_2015.pdf)

49 KBEN 3 pages
Machine learning and data mining are two subfields of computer science that find patterns in data. They use methods from statistics to analyze and visualize data. The goal is to learn from data and make predictions or classifications.
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Preview of B.Sc. (Computer Science, & IT):I , II , III, IV Sem Syllabus for 2008 - 11 and 2009 - 12 Batch.
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B.Sc. (Computer Science, & IT):I , II , III, IV Sem Syllabus for 2008 - 11 and 2009 - 12 Batch. (BSC_ SYLLABUS FOR B Sc_CS_ B Sc_IT_ AND B Sc_C.pdf)

68 KBAdminEN 17 pages
The syllabus for B Sc(CS), B Sc(IT), and B Sc(C.MAINT.) includes various courses such as Programming and Problem Solving through C, Fundamentals of Computing,...
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Preview of NP-Completeness: Proving and Understanding 3SAT via Cook-Levin Theorem
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NP-Completeness: Proving and Understanding 3SAT via Cook-Levin Theorem (theory-d03.pdf)

667 KBGabriele RögerEN 88 pages
The Theory of Computer Science explores NP-completeness through the lens of propositional logic and the Cook-Levin Theorem, demonstrating that 3SAT, a core problem in this domain, is NP-complete
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