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

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.Since 2015, I was appointed as Program Director of R&D activities in Intelligent Computing Laboratory (former name: Digital Signal Processing Laboratory). The activities in the laboratory are organized into three groups : (i) Natural Language Processing (ii) Multimodal biometrics Identification (iii) ICT solution for Tropical Disease. I also enjoy to teach the students, as a part time lecturer in Swiss German University Serpong & UNS Sebelas Maret Surakarta. Should you want to know further information on my academic works, please visit my professional site at http://asnugroho.net
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