<< Kamlesh Tiwari

Advanced Data Mining (WILP SS-ZG548)


Lecture-01 (Jan 12, 2019) : Introduction [pdf] [handout]
Lecture-02 (Jan 19, 2019) : Incremental Mining [pdf] [handout]
Lecture-03 (Jan 20, 2019) : Incremental Mining [pdf] [handout]
Lecture-04 (Feb 02, 2019) : Incremental Mining and Clustering [pdf] [handout]
Lecture-05 (Feb 10, 2019) : Incremental Clustering [pdf] [handout]
============= Quiz-01 (Feb 14-28, 2019) =============
Lecture-06 (Feb 16, 2019) : Mining Without Candidate Generation [pdf] [handout]
Lecture-07 (Feb 17, 2019) : Incremental Mining and Stream Processing [pdf] [handout]
Lecture-08 (Feb 23, 2019) : Stream Mining [pdf] [handout]
Lecture-09 (Mar 02, 2019) : FM-sketch + Revision [pdf] [handout]
========= Mid-Sem (Mar 08, 2019) : Makeup 22? ==========
============= Quiz-02 (Mar 14-28, 2019) =============
Lecture-10 (Mar 16, 2019) : Stream AR Mining [pdf] [handout]
Lecture-11 (Mar 17, 2019) : Clustering on Data Stream, Big Data [pdf] [handout]
Lecture-12 (Mar 30, 2019) : MR-DBSCAN, Mining in Sequence Data [pdf] [handout]
Lecture-13 (Apr 06, 2019) : Sequence and Text Data Mining [pdf] [handout]
Lecture-14 (Apr 07, 2019) : Text Data, Crawler, HITS, Tree mining [pdf] [handout]
Lecture-15 (Apr 13, 2019) : Invited Talk "Data Mining, Current Industry Practices" By: Rahul Agarwal (Microsoft) [handout]
============= Quiz-03 (Apr 14-28, 2019) =============
Lecture-16 (Apr 27, 2019) : Graph Mining and Social Network Mining [pdf] [handout]
========= Compri (May 03, 2019) : Makeup 10? ==========