COURSE UNIT TITLE

Offered By

Graduate School of Natural and Applied Sciences

Level of Course Unit

Second Cycle Programmes (Master's Degree)

Course Coordinator

ASSOCIATE PROFESSOR DERYA BIRANT

Offered to

Computer Engineering Non-Thesis
COMPUTER ENGINEERING
Computer Engineering
Computer Engineering
Computer Engineering (Non-Thesis-Evening)

Course Objective

This is an advanced course on researches focusing on collecting and/or processing data about time, i.e., on the discovery of patterns change over time. The Temporal Information Systems (TIS) will cover analysing the data which has temporal aspects and discovering patterns, relationships, and rules from temporal data.

Learning Outcomes of the Course Unit

Mode of Delivery

Face -to- Face

Prerequisites and Co-requisites

None

Recomended Optional Programme Components

None

Course Contents

Recomended or Required Reading

Temporal Data Mining via Unsupervised Ensemble Learning, Yun Yang, 2016.

Temporal Data Mining, Theophano Mitsa, 2010.

Advanced Time Series Forecasting Using Data Mining Techniques: Intelligent Analysis to Mine Temporal Data, Francisco Martinez Alvarez, 2010.

Anomaly Detection In Temporal Data Mining, Mehmet Yavuz Onat, 2015.

Temporal Information Systems in Medicine, Carlo Combi, 2014.

Temporal and Spatio-temporal Data Mining, Wynne Hsu, Mong Li Lee, Junmei Wang, 2008.

Recently published papers in scientific journals.

Planned Learning Activities and Teaching Methods

Lectures,
Literature Review / Research,
Application Development,
Presentation,
Term project.

Assessment Methods

Further Notes About Assessment Methods

None

Assessment Criteria

Course outcomes will be evaluated with the presentation of the student about a topic, literature review, and project / report prepared by the student.

Language of Instruction

English

Course Policies and Rules

Code writing knowledge and skills are required.
Participation is mandatory.

Contact Details for the Lecturer(s)

Assoc.Prof. Dr. Derya BIRANT
Dokuz Eylul University, Faculty of Engineering, Department of Computer Engineering
Tinaztepe Campus, Buca, Izmir
+90 (232) 301 74 03
derya@cs.deu.edu.tr

Office Hours

Will be announced at the beginning of the term.

Work Placement(s)

None

Workload Calculation

Contribution of Learning Outcomes to Programme Outcomes