My CLass in Odd Semester 2011-2012 (August 2011-January 2012)

1. Introduction to Datamining (Swiss German University ICT-7 & Univ. Al Azhar Indonesia T-Informatika Smt.7)

Textbook: Introduction to Data Mining, Pang Ning Tan, Michael Steinbach, Vipin Kumar, Addison Wesley, 2006
Agenda:
– What is Datamining ?
– Data
– Classification (Decision Tree, Nearest Neighbor, Bayesian, Artificial Neural Network & Support Vector Machines)
– Association Analysis
– Cluster Analysis (k-Means, Agglomerative Hierarchical Clustering, DBSCAN)
– Anomaly Detection
Class  Project: Social Network Mining from Twitter (tentative)

2. Image Processing (Swiss German University, ICT-7)

Textbook: Digital Image Processing (3rd edition), Rafael C. Gonzales, Richard E. Woods, Prentice Hall, 2008
Agenda:
-Fundamental
– Intensity Transformation & Spatial Filtering
– Morphological Image Processing
– Image Segmentation
– Representation & Description
– Filtering in the Frequency Domain
– Color Image Processing
Class Project: Biometrics (tentative)

3. Bioinformatics (Swiss German University, BE-7)

Textbook: An Introduction to Bioinformatics Algorithms, Neil C. Jones, Pavel Pevzner, Bradford Books, 2004
Agenda:
– Algorithms & Complexity
– Exhaustive Search (Restriction Mapping, Motif Finding Problem)
– Greedy Algorithms
– Dynamic Programming Algorithms (Sequence Alignment)
– Datamining in Bioinformatics
– Protein Structural Prediction

4. Information Technology (Swiss German University, LS-1A & LS-1B)

Textbook: C for Engineers & Scientists: An Interpretive Approach, Harry H. Cheng, McGraw-Hill, 2010
Agenda:
– Introduction
– Number Systems, Scalar Types & I/O
– Operators & Expressions
– Statements & Control Flow
– Functions
– Preprocessing Directives
– Storage Classes & Program Structure
– Formatted Input & Output
– Arrays

Iklan

Tentang Anto Satriyo Nugroho

My name is Anto Satriyo Nugroho. I am working as research scientist at Center for Information & Communication Technology, Agency for the Assessment & Application of Technology (PTIK-BPPT : Pusat Teknologi Informasi & Komunikasi, Badan Pengkajian dan Penerapan Teknologi). I obtained my doctoral degree (Dr.Eng) from Nagoya Institute of Technology, Japan in 2003. My office is located in Serpong, Tangerang Selatan City. My research is on pattern recognition and image processing with applied field of interests on biometrics identification & development of computer aided diagnosis for Malaria. Should you want to know further information on my academic works, please visit my professional site at http://asnugroho.net
Pos ini dipublikasikan di kuliah. Tandai permalink.

Tinggalkan Balasan

Isikan data di bawah atau klik salah satu ikon untuk log in:

Logo WordPress.com

You are commenting using your WordPress.com account. Logout / Ubah )

Gambar Twitter

You are commenting using your Twitter account. Logout / Ubah )

Foto Facebook

You are commenting using your Facebook account. Logout / Ubah )

Foto Google+

You are commenting using your Google+ account. Logout / Ubah )

Connecting to %s