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.

natural sciences subject

Cryptography

Emmanouil Magkos - Undergraduate - (A+)
Department of Informatics, Ionian University

Cryptology and Cryptology. Classical ciphers; Security and Cryptanalysis. Monoalphabetical ciphers; Polyalphabetic ciphers. Absolute security; One-Time Pad; Computational security of encryption systems; Entropy and cryptographic security; Physical language redundancy; Randomness and Pseudorandomness. Modern Symmetric Cryptosystems: DES algorithm; Triple-DES, Simplified DES. Cipher modes: ECB, CBC, OFB, CFB, CT. Integrity and Message Authentication: Cryptographic Hash functions; Message Authentication Codes. Public Key Cryptography. Public Encryption Algorithms: RSA encryption, Rabin encryption. Deterninistic and Probabilistic encryption; Elgamal cryptosystem; Goldwasser-Micali cryptosystem. Digital Signature Algorithms: RSA signature; ElGamal signature; Digital Signature standard. Public Key infrastructures: Digital certificates; Trust models; PGP model.

humanities and arts subject

History of the Greek Administration I

Dionisios Mosxopoulos - Undergraduate - (A-)
Department of Archives, Library Science and Museology, Ionian University

History of the Greek government, with references to the legislative framework and the archival remains of activity at national level. The organization of the Greek communities of the Ottoman period, the transition from local authorities in local and then national polity, the administrative organization of Kapodistrian and Othonikis period. The further development course of the three grades of administration at regional and local level are analyzed and interpreted through the general political, social and economic context of their development. The administrative structure of the Cretan and Samiakis State as well as the Ionian State are also investigated

humanities and arts subject

HISTORY OF GREECE UNDER VENETIAN CONQUEST (AD I3th-I8th c.)

NIKOLAOS KARAPIDAKIS - Undergraduate - (A-)
History Department, Ionian University

The political and social developments in Romagna after the conquest of the city by the Franks (1204). The Frankish principalities and their relations with the Empire until 1453. Their relations with despots. Their relations with the West. The Venetian dominions in Crete and the Ionian Islands (until 1797).

natural sciences subject

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.

natural sciences subject

Digital Image Processing

Ioannis Karydis, - Undergraduate - (A-)
Department of Informatics, Ionian University

Introduction to Digital Image Processing, Digital Image Representation, Digital Image Processing Systems, Digital Image Capture, Segmentation and Automatic Image Alignment, Feature Extraction and Image Analysis, Line Detection, Structure, Shape, Texture, Matching, Ranking, Digital Image Compression, Edge Detection Algorithms, Methodologies for the Design of Digital Filters, Optimal Linear Filters, Adaptive Filters, Human Vision Elements, Image Models, Sampling and Quantization, Image Transformation: Fourier Transform, DFT, FFT, Walsh, Hadamard, DCT, Hotelling, Hough, Picture Enhancement: Histogram Modification, Smoothing, Sharpening, Digital Image Restoring: Deterioration Model, Algebraic Method, Inverse Filtering.