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didattica:magistrale:kebi:ay_1617:main [2017/03/21 15:38] holger [Study material] |
didattica:magistrale:kebi:ay_1617:main [2020/09/17 16:55] (current) |
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| ===== News ===== | ===== News ===== | ||
| - | <WRAP center round important 95%> | + | <WRAP center round 95%> |
| - | * Lectures start on <wrap em>**20th of March 2017**</wrap> | + | * Decision Tables taught |
| + | * Rules (Prolog) taught | ||
| + | * ObjectLogic taught | ||
| + | * Fuzzy Logic - we still are enjoying :-) | ||
| </WRAP> | </WRAP> | ||
| Line 69: | Line 72: | ||
| * Slides: {{:didattica:magistrale:kebi:ay_1617:ke-3-logic_programming.pdf |Rule-based Systems}} | * Slides: {{:didattica:magistrale:kebi:ay_1617:ke-3-logic_programming.pdf |Rule-based Systems}} | ||
| * Reasoning example: {{:didattica:magistrale:kebi:ay_1617:ke-3-homeexercise_masterdecisions.pdf |ancestor}} | * Reasoning example: {{:didattica:magistrale:kebi:ay_1617:ke-3-homeexercise_masterdecisions.pdf |ancestor}} | ||
| - | * Exercise: {{:didattica:magistrale:kebi:ay_1617:ke-3-1-exercise_family_rules.pdf |Family}} and Solution | + | * Exercise: {{:didattica:magistrale:kebi:ay_1617:ke-3-1-exercise_family_rules.pdf |Family}} and {{ :didattica:magistrale:kebi:ay_1617:ke-3-1-exercise_family_rules_solution.pdf |Solution}} |
| - | * Exercise: {{:didattica:magistrale:kebi:ay_1617:ke-3-2-exercise_minisudoku.pdf |Mini Sudoku}} and Solution | + | * Exercise: {{:didattica:magistrale:kebi:ay_1617:ke-3-2-exercise_minisudoku.pdf |Mini Sudoku}} and {{ :didattica:magistrale:kebi:ay_1617:ke-3-2-exercise_minisudoku_solution.pdf |Solution}} |
| - | * {{:didattica:magistrale:kebi:ay_1617:ke-3-homeexercise_masterdecisions.pdf |Home Work}} with solution | + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:ke-3-3-exercise_smallexamples.pdf |Small Examples}} and {{ :didattica:magistrale:kebi:ay_1617:ke-3-3-exercise_smallexamples_solution.pdf |Solution}} |
| + | * {{:didattica:magistrale:kebi:ay_1617:ke-3-homeexercise_masterdecisions.pdf |Home Work}} with {{ :didattica:magistrale:kebi:ay_1617:ke-3-homeexercise_masterdecisions_solution.pdf |Solution}} | ||
| * Nice browser-based [[http://swish.swi-prolog.org|Prolog Engine]] | * Nice browser-based [[http://swish.swi-prolog.org|Prolog Engine]] | ||
| - | </WRAP> | + | * Lecture “Forward- and Backward Chaining” |
| - | ---- | + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-4_fc_vs_bc.pdf |Forward- and Backward Chaining}} |
| - | ===== Course Assignment ===== | + | |
| - | <WRAP box round center 95%> | + | * Lecture “Objectlogic” |
| + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-5-objectlogic.pdf |Objectlogic}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:ke-5-1-exercise_objectlogic_at.pdf |Family}} and {{ :didattica:magistrale:kebi:ay_1617:ke-5-1-exercise_objectlogic_at_solution.pdf |Solution}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:ke-5-2-exercise_objectlogic.pdf |ObjectLogic vs Prolog}} and {{ :didattica:magistrale:kebi:ay_1617:ke-5-2-exercise_objectlogic-solution.pdf |Solution}} | ||
| + | * {{ :didattica:magistrale:kebi:ay_1617:ke-5-homeexercise_masterdecisions.pdf |Homework}} | ||
| + | |||
| + | * Lecture “Fuzzy logic” | ||
| + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-6-fuzzylogic.pdf |Fuzzy Logic}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:ke-6-1-exercise_define_fuzzy_set.pdf |Fuzzy Sets}} and {{ :didattica:magistrale:kebi:ay_1617:ke-6-1-exercise_define_fuzzy_set_solution.pdf |Solution}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:ke-6-2-exercise_fuzzy_set_operations.pdf |Fuzzy Set Operations}} and {{ :didattica:magistrale:kebi:ay_1617:ke-6-2-exercise_fuzzy_set_operations_solution.pdf |Solution}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:ke-6-3-credit_analysis.pdf |Credit Analysis}} | ||
| + | |||
| + | * Lecture "Machine Learning: Learning Decision Trees" | ||
| + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-7_learning_decision_trees.pdf |Learning Decision Trees}} | ||
| + | * Reading Material: {{ :didattica:magistrale:kebi:ay_1617:ke-7-paper_decisiontree.pdf |Decision Tree Learning}} | ||
| + | * Example: {{ :didattica:magistrale:kebi:ay_1617:ke-7_example_id3.pdf |Playing Tennis}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:exercise_learning_carsales.pdf |Auto Traders}} | ||
| + | * Exercise: {{ :didattica:magistrale:kebi:ay_1617:exercise_health_insurance.pdf |Learning for Health Insurance Applications}} | ||
| + | * Tool: {{ :didattica:magistrale:kebi:ay_1617:weka_introduction.pdf |WEKA Learning Environment}} | ||
| + | * Datasets: {{ :didattica:magistrale:kebi:ay_1617:datasets.zip |playing tennis, creditworthyness (CSV Files) and Health Insurance (ARFF and Excel file)}} | ||
| + | |||
| + | * Lecture "Case-Based Reasoning" | ||
| + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-08-cbr.pdf |Case-Based Reasoning}} | ||
| + | |||
| + | * Lecture "Business Intelligence and Data Warehouse" | ||
| + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-09-business_intelligence_dwh.pdf |Business Intelligence and Data Warehouse}} | ||
| + | |||
| + | * Lecture "Reporting and Data Analysis" | ||
| + | * Slides: {{ :didattica:magistrale:kebi:ay_1617:ke-10-bi_reporting_and_analysis.pdf |Reporting and Data Analysis}} | ||
| </WRAP> | </WRAP> | ||
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| ===== Exams ===== | ===== Exams ===== | ||
| <WRAP box round center 95%> | <WRAP box round center 95%> | ||
| - | **Exam Dates A.Y. 2016/2017** | + | **Exam Dates A.Y. 2017/2018** |
| - | * tbd | + | * Thursday, 25.05.2017, 15:00, room AB2 |
| + | * Wednesday, 14.06.2017, 14:00, room AB2 | ||
| + | * Wednesday, 05.07.2017, 11:30, room AB2 | ||
| + | * Wednesday, 19.07.2017, 11:30, room AB2 | ||
| + | * Wednesday, 20.09.2017, 11:30, room AB2 | ||
| **Exam rules**: | **Exam rules**: | ||
| </WRAP> | </WRAP> | ||
