Subject Area | Software and Information System Engineering |
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Semester | Semester 8 – Spring |
Type | Elective |
Teaching Hours | 4 |
ECTS | 6 |
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Course Director |
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Course Instructor |
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Scientific Responsible |
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Title | MORCIC: Model Order Reduction of Electromagnetic Models for Large Integrated Circuits |
Duration | 2021 – 2023 |
Site | https://morcic.e-ce.uth.gr/ |
Scientific Responsible |
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Title | SL-ReDu: Sign Language Recognition in Education |
Duration | 2020 – 2023 |
Site | https://sl-redu.e-ce.uth.gr/ |
Scientific Responsible |
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Title | Characterisation of LN2 UUI |
Duration | 2019 – 2023 |
Site | https://caslab.e-ce.uth.gr/ |
Scientific Responsible |
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Title | Qualcomm Faculty R&D Award 2019 |
Duration | 2019 – 2023 |
Site | https://caslab.e-ce.uth.gr/ |
Department of Electrical and Computer Engineering | |
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Tel. | +30 24210 74967 |
gece ΑΤ e-ce.uth.gr | |
PGS Tel. | +30 24210 74934 |
PGS e-mail | pgsec ΑΤ e-ce.uth.gr |
URL | https://www.e-ce.uth.gr/contact-info/?lang=en |
Subject Area | Software and Information System Engineering |
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Semester | Semester 8 – Spring |
Type | Elective |
Teaching Hours | 4 |
ECTS | 6 |
Prerequisites |
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Course Director |
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Course Instructor |
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Introduction to data warehouses. Design, implementation and use of data warehouses. Multidimensional data model. Data cube and its processing. On-Line Analytical Processing (OLAP) in data warehouses. Differences between OLTP (On-line Transaction Processing) and OLAP. Data transfer from existing databases – procedures of extraction, transformation and loading (ETL). Processing of queries in data warehouses. Introduction to data mining. Data preprocessing. Data mining primitives, languages, and system architectures. Concept description: characterization and comparison. Mining association rules in large databases. Classification and prediction. Clustering. Mining data of complex type, e.g. text, images, web data.
Through this course, a student is expected to: