Network Performance Evaluation

Design and Analysis of Programming languages

Course Overview and Motivation; A Simple Language of Arithmetic Expressions; A S...

Data Mining

The data mining process, Data preprocessing: Cleaning, Transformation, Reduction...

Semantic Web

Introduction to Semantic Web, its vision and architecture; Resource Description ...

HCI Models and Theories

HCI models and theories: Human performance, Interaction models, Task models, Gro...

Digital Libraries

Introduction to digital libraries; A brief history of Digital Library developmen...

Enterprise Architecture

Enterprise vision and objectives, Enterprise architecture principles and purpose...

Ontology Design and Development

Overview of ontologies; Ontology categorizations; Modeling ontologies; Ontology ...

Computational Intelligence

Introduction to computational intelligence, Evolutionary Computation (Genetic Al...

Content based Information Retrieval

Introduction to multimedia content (i.e., text, audio, image, and video objects)...

Neural Information Retrieval

Information retrieval fundamentals, information retrieval evaluation, word repre...

Medical Image Analysis

Introduction to medical image analysis, medical imaging modalities, image acquis...

Transfer Learning and Applications

Overview of machine learning and deep learning, neural networks and optimization...

Advanced Computer Vision

Advanced Image Processing Techniques, Image enhancement: multi-scale processing,...

Machine Learning for Software Engineering

Representation of problem and ML/DL models for Software Engineering tasks relate...

Design for Usability

Principles for designing the product; Development process for user interaction; ...

Modeling of Web Information Systems

Web modeling concepts; Modeling the Web applications for requirements engineerin...

Data Warehousing

Overview of the course and a brief history; Data Warehouse Architecture; Extract...

Peer-To-Peer Systems

Overview of P2P Systems and brief history; Taxonomy of P2P Networks/Systems and ...

Machine Learning

Introduction: Overview of machine learning, Machine learning applications and ex...

Pattern Recognition

Introduction: Overview of pattern recognition, review of matrix algebra, probabi...

Social Network Analysis

Introduction to social networks, random network models, identifying connected co...

Computational Modeling

Introduction to Computational Modeling, History, Motivation and Prospects; Model...

Multimedia Retrieval Techniques

Multimedia content and motivations for multimedia retrieval; Issues of multimedi...