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中级

完成时间大约为37 小时

建议:6 weeks, 4-6 hours per week...

英语(English)

字幕:英语(English)
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User
学习Course的学生是
  • Data Scientists
  • Researchers
  • Research Assistants
  • Data Engineers
  • Software Engineers

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为37 小时

建议:6 weeks, 4-6 hours per week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 4 小时

Formal concept analysis in a nutshell

14 个视频 (总计 66 分钟), 1 个阅读材料, 2 个测验
14 个视频
What is formal concept analysis?4分钟
Understanding the concept lattice diagram2分钟
Reading concepts from the lattice diagram4分钟
Reading implications from the lattice diagram5分钟
Conceptual clustering6分钟
Formal contexts and derivation operators8分钟
Formal concepts2分钟
Closure operators9分钟
Closure systems2分钟
Software: Concept Explorer7分钟
Many-valued contexts4分钟
Conceptual scaling schemas3分钟
Scaling ordinal data3分钟
1 个阅读材料
Further reading10分钟
2 个练习
Reading concept lattice diagrams1小时
Formal concepts and closure operators2小时
2
完成时间为 4 小时

Concept lattices and their line diagrams

8 个视频 (总计 98 分钟), 3 个测验
8 个视频
Supremum and infimum15分钟
Lattices9分钟
The basic theorem (I)11分钟
The basic theorem (II)12分钟
Line diagrams13分钟
Context clarification and reduction12分钟
Context reduction: an example11分钟
3 个练习
Supremum and infimum30分钟
Lattices and complete lattices1小时
Clarification and reduction1小时
3
完成时间为 5 小时

Constructing concept lattices

13 个视频 (总计 121 分钟), 3 个测验
13 个视频
Drawing a concept lattice diagram4分钟
A naive algorithm for enumerating closed sets2分钟
Representing sets by bit vectors4分钟
Closures in lectic order10分钟
Next Closure through an example10分钟
The complexity of the algorithm13分钟
Basic incremental strategy14分钟
An example10分钟
The definition of implications10分钟
Examples of attribute implications7分钟
Implication inference12分钟
Computing the closure under implications7分钟
3 个练习
Transposed context30分钟
Closures in lectic order1小时
Implications1小时
4
完成时间为 4 小时

Implications

9 个视频 (总计 67 分钟), 3 个测验
9 个视频
Pseudo-closed sets and canonical basis12分钟
Preclosed sets8分钟
Preclosure operator6分钟
Computing the canonical basis4分钟
An example5分钟
Complexity issues8分钟
Functional dependencies8分钟
Translation between functional dependencies and implications5分钟
3 个练习
Implications and pseudo-intents1小时
Canonical basis1小时
Functional dependencies1小时
4.8
11 个审阅Chevron Right

33%

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来自Introduction to Formal Concept Analysis的热门评论

创建者 EVFeb 21st 2019

It is a very nice course, I fully recommend it. It is very good organized and explained. The task some of them are challenge.

创建者 RJul 3rd 2019

Was quite hard. Instructor was very helpful. Instructors book helped a lot.

讲师

Avatar

Sergei Obiedkov

Associate Professor
Faculty of computer science

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