Hendra Bunyamin
My name is Hendra Bunyamin. I am a Lecturer at Maranatha Christian University, Bandung Indonesia. My interests are Machine Learning and its Applications. This web page is currently under maintenance. Therefore, Maranatha Christian University has created a more formal resume about me. You can check it on here.
Publications
- Bunyamin, H., Tunys, T. (2016)
A Comparison of Retweet Prediction Approaches: The Superiority of Random Forest Learning Method. (pdf)(bib)
- Bunyamin, H., Kandaga, T., dan Yulianti, D.T. (2013)
Sentiment Classification Menggunakan Machine Learning: Metode Naive-Bayes
dan Support Vector Machines (Studi Kasus: Movie Reviews imdb.com). Seminar Teknologi Informasi dan Sistem Informasi 2013 (SETISI 2013) (full research report). (pdf)
- Bunyamin, H., Mandala, R. (2005)
Information Retrieval System dengan Metode Latent Semantic Indexing. Master Thesis.
(pdf)
Problems and Solutions
Machine Learning Problems from CS570 Artificial Intelligence (Machine Learning) Spring 2011
- Support Vector Machines
- Clustering & Image Segmentation using K-means clustering algorithm and EM algorithm
- Multilayer Perceptrons also known as Artificial Neural Networks
- Dimensionality Reduction by applying Principal Component Analysis (PCA) and Linear Discriminant Analysis ( LDA )
- Polynomial Regression
Good Conferences and Journals about Information Retrieval (IR) and Natural Language Processing
- Ranking of Conferences / Journals from Prof. Sourav S Bhowmick (Nanyang Technological University). Most of them are related to Web Data mining and Information Retrieval.
- Association for Computational Linguistics (ACL) Anthology
- 2011 Computational Linguistics / NLP Conferences from Joel Tetreault (tetreaul@cs.rochester.edu)
- Main Computational Linguistics / NLP Conferences
- International Joint Conference on Artificial Intelligence (IJCAI)
- American Association for Artificial Intelligence (AAAI)
- Meeting of the Association for Computational Linguistics (ACL)
- Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)
- Empirical Methods in Natural Language Processing (EMNLP)
- Annual Conference of the International Speech Communication Association (INTERSPEECH)
- Recent Advances in Natural Language Processing (RANLP)
- International Joint Conference on Natural Language Processing (IJCNLP)
- Conference of the European Chapter of the Association for Computational Linguistics (EACL)
- Language Resources and Evaluation (LREC)
- North American Chapter of the Association for Computational Linguistics (NAACL)
- International Conference on Computational Linguistics (COLING)
Good Pieces of Advice for Graduate Study
-
A graduate school survival by
Ronald T. Azuma.
A computer science graduate school survival guide, which is intended for prospective or novice graduate students. - How to Be a Good Graduate Student by Marie desJardins.
- Some Modest Advice for Graduate Students by Stephen C. Stearns.
- The Researchers' Bible (How to Survive a PhD) by Alan Bundy, Ben du Boulay, Jim Howe, Gordon Plotkin (Modified for Computer Science by Vance Gledhill).