Calculus
Panayiotis Vlamos - Undergraduate -
(A-)
Department of Informatics, Ionian University
Basic Sets, Real Numbers - Axioms of Real numbers - Euclidean spaces, Sequences, Monotony, Subsequence, Convergence, Numerical Series, Convergence Criteria: Absolute and Relative Convergence, Telescopic Series, Limit, Continuity, Derivative, Basic Theorems of Differential Calculus, Convexity, Taylor Theorem, Taylor Series, Power series, Integral, Beta and Gamma Functions, Applications of Integrals, Differential Equations, Functions of several Variables, Limit and Continuity - Partial Derivative, Extrema, Completion, Multiple Integration, Change of Variables, Fourier Theory, FFT.
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Aim and scope of AI. Historical data. Problem Solving. Search. Blind and informed Search. Adversarial Search. Propositional Logic. Predicate Logic. Reasoning and Resolution. Knowledge Representation. Semantic Networks. Conceptual Graphs. Machine Learning, Instance-based Learning, Decision Trees, Stochastic Learning. The Weka Machine Learning Toolkit. Expert Systems. The CLIPS Production System Language. Applications of AI.
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Computer Graphics
Phivos Mylonas - Undergraduate -
(A-)
Department of Informatics, Ionian University
Basic concepts of computer graphics and applications. Knowledge representation, production and display of three-dimensional data. Transformations and Coordinate Systems. Lighting and color. Texture mapping and applications. Algorithms shading objects. Data structures and application to imaging acceleration. Particle systems (particles). Fundamentals motion (animation). Architectural Design Graphics, Programming graphics processors using vertex and pixel shaders. Graphics API (DirectX and OpenGL). Advanced imaging techniques in programmable graphics processors.
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Introduction to Strategic Management and Strategic Planning. Analysis of Internal and External Business Environment. Strategic Analysis Tools (SWOT, PESTEL, 5 Forces Model, Value Chain). Maturity Model of Information Systems. Strategic Importance of Information Systems. Information Systems Evaluation. Business Process Modelling and Reengineering withe the use of IS. Governance of Information Systems.
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Language Technology
Katia Lida Kermanidis - Undergraduate -
(A+)
Department of Informatics, Ionian University
Computational Linguistics and Natural Language Processing. The features and properties of natural language. Morphological Processing. Regular Expressions. Finite State Automata and Finite State Transducers. Syntax. Grammar Development. Grammar Formalisms. The Chomsky Hierarchy. Parsing. Semantic Processing. Logical Form. Selectional restrictions. Semantic networks and Ontologies. Pragmatic Processing. Discourse Analysis. Anaphora Resolution. Part-of-speech tagging. Stochastic parsing. Grammar Induction. Word Sense Disambiguation. Natural Language Generation. Machine Translation. Information Extraction. The NLTK Natural Language Toolkit. Applications of Machine Learning in Language Technology.
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This course will be an overview of artistic activity in the Ionian Islands and the post-revolutionary Greece, with particular emphasis on painting. The course aims to familiarize the student with a cultural sector of our country that is often overlooked and help him to understand the way in which the modern Greek artists express their own identity through their work and convey to their audience.
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COMPUTING I
CLAUDIA BOETTCHER - Undergraduate -
(A-)
History Department, Ionian University
The course aims to equip students with the basic skills for writing and presenting their work. They will also learn ways of searching for information through the network and ways of using electronic journals provided free by the University library. They will be learning to use email.
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Introduction to Strategic Management and Strategic Planning. Analysis of Internal and External Business Environment. Strategic Analysis Tools (SWOT, PESTEL, 5 Forces Model, Value Chain). Maturity Model of Information Systems. Strategic Importance of Information Systems. Information Systems Evaluation. Business Process Modelling and Reengineering withe the use of IS. Governance of Information Systems.
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PROBABILITIES
MARKOS AVLONITIS - Undergraduate -
(A-)
DEPARTMENT OF INFORMATICS, Ionian University
The probability concept. Classical and empirical definition of probability. Conditional probability and independence. Bayes law. Combinatorial analysis. The concept of random variables. One-dimensional distributions. Functions of random variables. Mean value, variance, correlation functions , correlation coefficient. Multi-dimensional distributions. Central limit theorem. Moment generating functions. Random walks. Stochastic processes. Master Equation, Langevin Equation, Fokker-Planck Equation, Markov Chains.
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Calculus
Panayiotis Vlamos - Undergraduate -
(A-)
Department of Informatics, Ionian University
Basic Sets, Real Numbers - Axioms of Real numbers - Euclidean spaces, Sequences, Monotony, Subsequence, Convergence, Numerical Series, Convergence Criteria: Absolute and Relative Convergence, Telescopic Series, Limit, Continuity, Derivative, Basic Theorems of Differential Calculus, Convexity, Taylor Theorem, Taylor Series, Power series, Integral, Beta and Gamma Functions, Applications of Integrals, Differential Equations, Functions of several Variables, Limit and Continuity - Partial Derivative, Extrema, Completion, Multiple Integration, Change of Variables, Fourier Theory, FFT.
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