Selected Publications

Google Scholar Profile

2008

Similar Sequence or Structure: A Kernel Function That Brings Together the Best of Two Worlds

Isye Arieshanti, Mikael Boden and Stefan Maetschke.

The 19th International  Conference on Genome Informatics (GIW) 2008, 1 - 3 December 2008, Gold Coast Australia.

2009

Detecting Sequence and Structure Homology via an Integrative Kernel: A Case-Study in Recognizing Enzymes

Isye Arieshanti, Mikael Bod´en, Stefan Maetschke and Fabian A. Buske. 

2009 IEEE Symposium  on Computational Intelligence in Bioinformatics and  Computational Biology (CIBCB) 2009,   30 March - 2 April 2009, Nashville Tennessee USA.

Integrating Sequence and Structure for Annotating Proteins in the Twilight Zone : A Machine Learning Approach

Isye Arieshanti

Master of Philosophy Thesis. The University of Queensland, Australia.

2010

Klasifikasi Protein Disulfide tanpa Alignment

Isye Arieshanti

Konferensi Nasional Informatika, 11 October 2010, Bandung Indonesia,  ISSN : 2087 - 3328

Kernel Hibrid pada Voted Perceptron untuk Klasifikasi Protein Disulfide

Isye Arieshanti

Konferensi Nasional Informatika, 11 October 2010 Bandung Indonesia,  ISSN : 2087 - 3328

Disulfide Protein Discrimination Using Multilayer Perceptron

Isye Arieshanti

The 6th International Conference on Biomedical Engineering (BME)  2010 Surabaya Indonesia.

Classification of Melanoma Image Using PCA and SVM

Isye Arieshanti, M. Rahmat Widyanto, Bilqis Amaliah Chastine Fatichah and Maula N.M.F.

International  Conference on Advanced Computer Science and  Information Systems (ICACSIS) 2010  20-23 November 2010 Bali Indonesia

2011

Model Prediksi Kebangkrutan yang Berbasis Neural Network dan PSO

Isye Arieshanti, Yudhi Purwananto

Jurnal Ilmiah Teknologi Informasi (JUTI) Volume 9 : 1, Januari 2011, ISSN 1412 - 6389

2013

Ovarian Cancer Identification Using One-Pass Clustering and k-Nearest Neighbour

Isye Arieshanti, Yudhi Purwananto, Handayani Tjandrasa

Telkomnika, Volume 11 : 4, December 2013. ISSN 1693-6930

Comparative Study of Bankruptcy Prediction Models

Isye Arieshanti, Yudhi Purwananto, Ariestia Ramadhani, Mohamat Ulin Nuha, Nurissaidah Ulinnuha

Telkomnika, Volume 11 : 3, September 2013. ISSN 1693-6930

Classification of Non-Proliferative Diabetic Retinopathy Based on Hard Exudates Using Soft Margin SVM

Handayani Tjandrasa, Ricky Eka Putra, Arya Yudhi Wijaya, Isye Arieshanti 

IEEE International Conference on Control System, Computing and Engineering (ICCSCE) 2013, Penang Malaysia. ISBN: 978-1-4799-1506-4

Analysis of SELDI-TOF-MS Using ε-Support Vector Regression for Ovarian Cancer Identification

Isye Arieshanti, Yudhi Purwananto

The 15th International Conference on Biomedical Engineering (ICBME) 2013, 4 - 7 December 2013, Singapore.

Segmentation of Hard Exudates in Retinal Fundus Images Using Fuzzy C-Means Clustering with Spatial Correlation

Handayani Tjandrasa, Arya Yudhi Wijaya, Isye Arieshanti, Noriandini Dewi Salyasari.

The 7th International Conference on Information & Communication Technology and Systems (ICTS) 2013 15-16 May 2013  Bali ISSN: 9772338185001

2014

Classification of Non-Proliferative Diabetic Retinopathy Based on Segmented Exudates Using K-Means Clustering

Handayani Tjandrasa, Isye Arieshanti, Radityo Anggoro

International Journal of Image, Graphics and Signal Processing (IJIGSP), Volume 7:1, December 2014. ISSN 2074-9074 (print), 2074-9082 (online)

Impression Determination of Batik Image Cloth by Multi Label Ensemble Classification Using Color Difference Histogram Feature Extraction

Hani Ramadhan, Isye Arieshanti, Anny Yuniarti, Nanik Suciati

Jurnal Ilmiah Kursor, Volume 7 : 4, December 2014. ISSN 0216 – 0544

2015

Texture Feature Extraction Using Improved Completed Robust Local Binary Pattern for Batik Image Retrieval

Arrie Kurniawardhani, Nanik Suciati, Isye Arieshanti

International Journal of Advancements in Computing Technology, Volume 7 : 6, November 2015.  ISSN 2005-8039(Print), 2233-9337(Online)

K-Medoids Algorithm on Indonesian Twitter Feeds for Clustering Trending Issue as Important Terms in News Summarization

Diana Purwitasari, Chastine Fatichah, Isye Arieshanti, Nurhayatin

The 9th International Conference on Information & Communication Technology and Systems (ICTS). 16 September  2015  Surabaya, Indonesia. ISSN: 9772338185001.

2016