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didattica:magistrale:kebi:ay_1718:main [2018/03/30 12:11] holger [News] |
didattica:magistrale:kebi:ay_1718:main [2020/09/17 16:55] (current) |
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===== News ===== | ===== News ===== | ||
<WRAP center round 95%> | <WRAP center round 95%> | ||
- | * **//Next Lecture will happen at Thursday 05.04.2018, 14:00-18:00 and Friday 06.04.2018, 09:00-13:00 in room AB03.//** | + | * Lecture on Tuesday, 24th of April, starts at 10:15 |
- | * **//Due to the weather conditions, lectures at 26. and 27.02. are postponed. The next lecture will be at 15. of March 2018.//** | + | |
</WRAP> | </WRAP> | ||
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* [[http://web.fhnw.ch/personenseiten/holger.wache/|Prof. Dr. Holger Wache]] | * [[http://web.fhnw.ch/personenseiten/holger.wache/|Prof. Dr. Holger Wache]] | ||
- | **Lectures**: | + | **Lectures Dates Remaining**: |
* Schedule | * Schedule | ||
+ | |||
**Students Office hours**: | **Students Office hours**: | ||
* via e-mail | * via e-mail | ||
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* Lecture “Forward- and Backward Chaining” | * Lecture “Forward- and Backward Chaining” | ||
- | * Slides: Forward- and Backward Chaining | + | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-4_fc_vs_bc.pdf |Forward- and Backward Chaining}} |
* Lecture “Objectlogic” | * Lecture “Objectlogic” | ||
- | * Slides: Objectlogic | + | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-5-objectlogic.pdf |Objectlogic}} |
- | * Exercise: Family and Solution | + | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:ke-5-1-exercise_objectlogic_at.pdf |Family}} and {{ :didattica:magistrale:kebi:ay_1718:ke-5-1-exercise_objectlogic_at_solution.pdf |Solution}} |
- | * Exercise: ObjectLogic vs Prolog and Solution | + | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:ke-5-2-exercise_objectlogic.pdf |ObjectLogic vs Prolog}} and {{ :didattica:magistrale:kebi:ay_1718:ke-5-2-exercise_objectlogic-solution.pdf |Solution}} |
- | * Homework | + | * {{ :didattica:magistrale:kebi:ay_1718:ke-5-homeexercise_masterdecisions.pdf |Homework}} |
* Lecture “Fuzzy logic” | * Lecture “Fuzzy logic” | ||
- | * Slides: Fuzzy Logic | + | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-6-fuzzylogic.pdf |Fuzzy Logic}} |
- | * Exercise: Fuzzy Sets and Solution | + | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:ke-6-1-exercise_define_fuzzy_set.pdf |Fuzzy Sets}} and {{ :didattica:magistrale:kebi:ay_1718:ke-6-1-exercise_define_fuzzy_set_solution.pdf |Solution}} |
- | * Exercise: Fuzzy Set Operations and Solution | + | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:ke-6-2-exercise_fuzzy_set_operations.pdf |Fuzzy Set Operations}} and {{ :didattica:magistrale:kebi:ay_1718:ke-6-2-exercise_fuzzy_set_operations_solution.pdf |Solution}} |
- | * Exercise: Credit Analysis | + | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:ke-6-3-credit_analysis.pdf |Credit Analysis}} |
+ | |||
+ | * Lecture "Business Intelligence and Data Warehouse" | ||
+ | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-07-business_intelligence_dwh.pdf | Business Intelligence and Data Warehouse}} | ||
+ | |||
+ | * Lecture "Reporting and Data Analysis" | ||
+ | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-08_kpi_olap.pdf |KPIs and OLAP}} | ||
* Lecture "Machine Learning: Learning Decision Trees" | * Lecture "Machine Learning: Learning Decision Trees" | ||
+ | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-9_learning_decision_trees.pdf |Learning Decision Trees}} | ||
+ | * Reading Material: {{ :didattica:magistrale:kebi:ay_1718:decision_tree_learning_lecture.pdf |Decision Tree Learning}} | ||
+ | * Example: {{ :didattica:magistrale:kebi:ay_1718:ke-9_example_id3.pdf |Playing Tennis (also included in the lecture slides)}} | ||
+ | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:exercise_learning_carsales.pdf |Auto Traders}} | ||
+ | * Exercise: {{ :didattica:magistrale:kebi:ay_1718:assignment_health_insurance_knowledge.pdf |Health Insurance: Combining Learning with Knowledge Engineering - including solution}} | ||
+ | * Tool: {{ :didattica:magistrale:kebi:ay_1718:weka_introduction.pdf |WEKA Learning Environment}} | ||
+ | * Data Sets: {{ :didattica:magistrale:kebi:ay_1718:datasets.zip |playing tennis, creditworthyness (CSV Files), car sales and Health Insurance (ARFF and Excel file)}} | ||
* Lecture "Case-Based Reasoning" | * Lecture "Case-Based Reasoning" | ||
+ | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-10-cbr.pdf |Case-Based Reasoning}} | ||
- | * Lecture "Business Intelligence and Data Warehouse" | + | * Lecture "Neural Networks" |
- | + | * Slides: {{ :didattica:magistrale:kebi:ay_1718:ke-11_neural_networks.pdf |Neural Networks}} | |
- | * Lecture "Reporting and Data Analysis" | + | |
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<WRAP box round center 95%> | <WRAP box round center 95%> | ||
**Exam Dates A.Y. 2017/2018** | **Exam Dates A.Y. 2017/2018** | ||
- | * none announced so far | + | * 23rd of May 2018, 10:00 |
+ | * 20th of June 2018, 11:00 | ||
+ | * 11th of July 2018, 10:00 | ||
+ | * 26th of September 2018, 11:00 | ||
**Exam rules**: | **Exam rules**: | ||
</WRAP> | </WRAP> |