Found 35 courses
SUBJECT

COURSE LEVEL

INSTITUTION

COURSE TYPE
natural sciences subject

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.

natural sciences subject

Artificial Intelligence

Katia Lida Kermanidis - Undergraduate - (A+)
Department of Informatics, Ionian University

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.

natural sciences subject

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.

natural sciences subject

Strategic Management of Information Systems

Adamantia Pateli - Undergraduate - (A-)
Department of Informatics, Ionian University

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.

natural sciences subject

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.

humanities and arts subject

EUROPEAN ART STUDIES

AILIANA MARTINI - Undergraduate - (A-)
History Department, Ionian University

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.

natural sciences subject

Pattern Recognition

PANAYIOTIS, MARKOS VLAMOS, AVLONITIS - Undergraduate - (A-)
Department of Informatics, Ionian University

Methods and pattern recognition systems, Limitation in accuracy of recognition reliability, Guided learning and self-learning, Distance Functions. Linear and non-linear decision functions, Perceptron Algorithm, Bayes Classifiers, Nearest neighbor classifiers, Parametric and non-parametric estimation of probability density models: Maximizing entropy, Parzen estimator, orthonormal functions, Robbins Monro and Kiefer Wolfowitz methods, LMS, Least squares Methods., Multilayer artificial neural networks, Recursive artificial neural networks, Error correction training, Hebbian and competitive training, Multilayer perceptron, Error Back Propagation, Radial basis function networks, Hopfield machine, supervised and unsupervised learning, Hierarchical data clustering, Fuzzy logic, Genetic algorithms and evolutionary computation principles.

humanities and arts subject

Sound Technology

Andreas Floros - Undergraduate - (A+)
DEPARTMENT OF AUDIO & VISUAL ARTS, Ionian University

Sound sets and systems: electric, mechanic, acoustic subsystems and converters. Sound signals reproduction and recording systems: the chain of sound reproduction and recording. Stereophony principles, analogue multichannel sound models. Analogue high fidelity systems: vinyl systems, analogue cassette systems, AM and FM radio broadcasting/reception systems. Analogue technologies of cinematic sound. Analogue-to-digital signal conversion, analogue-to-digital and digital-to analogue conversion systems. The sound folding phenomenon, dithering techniques, hypersampling techniques, noise modulation techniques. Digital sound signals encoding (PCM, DSD, PWM). Lossless and lossy compression technologies and patterns: FLAC, ADPCM, AC-3 MPEG Audio. Digital multichannel sound systems/models and multichannel sound applications (studio and home or professional cinema). Sound signals storage technologies: storing in computer files, in portable digital media and on optical disks. Optical and digital magnetic disks models for sound data storage. Digital transmission, digital radio broadcast technologies.

natural sciences subject

Strategic Management of Information Systems

Adamantia Pateli - Undergraduate - (A-)
Department of Informatics, Ionian University

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.

natural sciences subject

STATISTICS

MARKOS AVLONITIS - Undergraduate - (A-)
DEPARTMENT OF INFORMATICS, Ionian University

Sampling theory, Random samples, Random numbers. Description of statistical data with arrays and graphics, Frequency array, Histogram. Analysis of Variance. Correlation coefficient. Confidence intervals, Statistical hypothesis-testing process. Regression. Statistical software.