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Recent Publications

International Journal:
  • Sumarauw, S.J.A., Subanar, Winarko, E., Wardoyo, R.  (2016). Weighting customers’ data for more accurate short-term load forecast, Journal of Theoretical and Applied Information Technology, 90 (2), pp. 23-32. Fullpaper
  • Sutanta, E., Wardoyo, R., Mustofa, K. and Winarko, E. (2016). A Hybrid Model Schema Matching Using Constraint-Based and Instance-Based. International Journal of  Electrical and Computer Engineering, Vol. 6, No. 3. DOI: http://dx.doi.org/10.11591/ijece.v6i3.9790
  • Sutanta, E., Wardoyo, R., Mustofa, K. and Winarko, E. (2016). Survey: Models and prototypes of Schema Matching. International Journal of  Electrical and Computer Engineering, Vol. 6, No. 3. DOI: http://dx.doi.org/10.11591/ijece.v6i3.9789
  • Rokhman, N., Subanar and Winarko, E. (2016). Improving the Performance of Outlier Detection Methods for Categorical Data by Using Weighting Function. Journal of Theoretical and Applied Information Technology, Vol. 83, No. 3 (Januari 2016). Fullpaper
  • Sembiring, I., Istiyanto, J.E, Winarko, E. and Ashari, A. (2015). Media Storage Efficiency and Level Fingerprint Similarity in Network Forensic Analysis using Winnowing  Multihashing Method. International Journal of Computer Networks and Communications Security, Vol 3, Issue 3. http://www.ijcncs.org/published/volume3/issue3/index.php
  • Karyawati, E., Winarko, E., Azhari and Harjoko, A. (2015). Ontology-based Why-Question Analysis Using Lexico-Syntactic Patterns. International Journal of Electrical and Computer Engineering (IJECE), Vol. 5, No. 2. http://iaesjournal.com/online/index.php/IJECE/article/view/7024
  • Munandar, T.A. and Winarko, E. (2015). Regional Development Classification Model using Decision Tree Approach. International Journal of Computer Applications, Vol. 114, No. 8, Page 29-34. http://research.ijcaonline.org/volume114/number8/pxc3901755.pdf
  • Sihabuddin, A., Subanar, Rosadi, D. and Winarko, E. (2014). A Second Correlation Method for Multivariate Exchange Rates Forecasting. International Journal of Advanced Computer Science and Applications, Vol. 5, No. 7, Page 30-33. DOI: dx.doi.org/10.14569/IJACSA.2014.050705
  • Wiranto, Winarko, E., Hartati, S. and Wardoyo, R. (2014). The Effect of Diversity Implementation on Precision in Multicriteria Collaborative. International Journal of Advanced Computer Science and Applications, Vol. 5, No. 5, Page 78-83. DOI: dx.doi.org/10.14569/IJACSA.2014.050511
  • Wiranto, Winarko, E., Hartati, S. and Wardoyo, R. (2014). Improving the Prediction Accuracy of Multicriteria Collaborative Filtering by Combination Algorithms. International Journal of Advanced Computer Science and Applications, Vol. 5, No. 4, Page 44-51. DOI: dx.doi.org/10.14569/IJACSA.2014.050409
  • Irwansyah, E. and Winarko, E. (2014). Spatial Data Clustering and Zonation of Earthquake Building Damage Hazard Area. EPJ Web of Conferences, Vol. 68, Issue 5. DOI: http://dx.doi.org/10.1051/epjconf/20146800005
  • Winarno, E., Harjoko, A., Arymurthy, A.M and Winarko, E. (2014). Improved Real-Time Face Recognition Based On Three Level Wavelet Decomposition-Principal Component Analysis And Mahalanobis Distance. Journal of Computer Science, Vol. 10, Issue 5, Page 844-851. DOI : 10.3844/jcssp.2014.844.851
  • Sembiring, I., Istiyanto, J.E, Winarko, E. and Ashari, A. (2013). Payload Attribution Using Winnowing Multi Hashing Method. International Journal of Information and Network Security (IJINS), Vol. 2, No. 5, Page 360-370. DOI: 10.11591/ijins.v2i5.3825
  • Prasetyo, S.Y.J, Subanar, Winarko, E. and Daryono, B.S. (2013). The Prediction of Population Dynamics Based on the Spatial Distribution Pattern of Brown Planthopper (Nilaparvata lugen Stal.) Using Exponential Smoothing – Local Spatial Statistics. Journal of Agricultural Science, Vol 5, No 5. DOI: 10.5539/jas.v5n5p209
  • Irwansyah, E., Winarko, E., Rasjid, Z.E and Bekti, R.D. (2013). Earthquake hazard zonation using peak ground acceleration (PGA) approach. Journal of Physics: Conference Series, Volume 423. DOI:10.1088/1742-6596/423/1/012067
  • Rahajoe, A.D. and Winarko, E. (2013). Optimal Solution of MinMax 0/1 Knapsack Problem using Dynamic Programming. International Journal of Informatics and Communication Technology (IJ-ICT), Vol 2, No 1, January 2013. Page 151-158. Fullpaper
  • Prasetyo, S.Y.J, Subanar, Winarko, E. and Daryono, B.S. (2012). Endemic Outbreaks of Brown Planthopper (Nilaparvata lugens Stal) in Indonesia using Exploratory Spatial Data Analysis. International Journal of Computer Science Issues (IJCSI), Vol 9, Issue 5, September 2012. Fullpaper
  • Nurwidyantoro, A., and Winarko, E. (2012). Parallelization of Maximum Entropy POS Tagging for Bahasa Indonesia with MapReduce, International Journal of Computer Science Issues (IJCSI), Vol 9, Issue 4, July 2012. Fullpaper
  • Tundjungsari, V., Istiyanto, J.E., and Winarko, E., Wardoyo, R. (2012). Achieving Consensus with Individual Centrality Approach, International Journal of Computer Science and Information Technology, Vol. 4, No. 1, February 2012. Fullpaper
  • Tundjungsari, V., Istiyanto, J.E., Winarko, E. and Wardoyo, R. (2012). E-Participation Modeling and Developing with Trust for Decision Making Suplement Purpose. International Journal of Advanced Computer Science and Applications. Vol 3, No 5, page 55-62. Fullpaper
  • Hakim, R.B.F, Subanar, and Winarko, E. (2011). Ranked Clusterability Model of Dyadic Data in Social Network. Future Information Technology: Communications in Computer and Information Science, Vol 185, Part 1, Page 90-99. DOI: 10.1007/978-3-642-22309-9_11.
  • Tundjungsari, V., Istiyanto, J.E., Winarko, E. and Wardoyo, R. (2011). Enhancing Participation Process in Public Decision Making with MCDA and Trust Modeling. International Journal of Computer Science (IJCSI), Vol. 8, Issue 2, March 2011. Page 53-63. Fullpaper
  • Hakim, R.B.F, Subanar, and Winarko, E. (2011). Reducing Dendogram Instability using Clustering Based on Indiscernibility and Indiscernibility Level. International Journal of Granular Computing, Rough Sets and Intelligent Systems (IJGRSIS), Vol 2, No.2, Page 87-106. DOI: 10.1504/IJGCRSIS.2011.043365
  • Hakim, R.B.F, Subanar, and Winarko, E. (2010). The Concept of Indiscernibility Level of Rough Set to Reduce the Dendrogram Instability. Database Theory and Application, Bio-Science and Bio-Technology: Communications in Computer and Information Science, Vol 118. Page 207-225. DOI: 10.1007/978-3-642-17622-7_21.
  • Winarko, E. and Roddick, J.F. (2008). A Signature-Based Indexing Method for Efficient Content-Based Retrieval of Relative Temporal Patterns. IEEE Journal of Transactions on Knowledge and Data Engineering 20(6). Page 825-835. DOI: 10.1109/TKDE.2008.20
  • Winarko, E. and Roddick, J.F. (2007). ARMADA - An Algorithm for Discovering Richer Relative Temporal Association Rules from Interval-based Data. Data and Knowledge Engineering 63. Page 76-90. DOI: 10.1016/j.datak.2006.10.009

International Conference:

2016
  • Wijayanto, A. and Winarko, E. (2016). Implementation of multi-criteria collaborative filtering on cluster using apache spark. Proceedings of The Second International Conference on Science and Technology (ICST2016), Jogjakarta, Indonesia (27-28 October).
  • Prasetyo, V.R.  and Winarko, E. (2016). Rating of indonesian sinetron based on public opinion in twitter using cosine similarity. Proceedings of The Second International Conference on Science and Technology (ICST2016), Jogjakarta, Indonesia (27-28 October).
  • Rokhman, N., Subanar and Winarko, E. (2016). WMEVF: An Outlier Detection Methods for Categorical Data. The First International Conference on Informatics and Computing (ICIC 2016), Lombok, Indonesia (28-29 October).
2015
  • Rusdah, Winarko, E. and Wardoyo, R. (2015). Preliminary Diagnosis of Pulmonary Tuberculosis Using Ensemble Method. The 2nd International Conference on Data and Software Engineering (ICoDSE 2015). Yogyakarta (25-26 Nov).
2013
  • Rusdah and Winarko, E. (2013). Review on Data Mining Methods for Tuberculosis Diagnosis. Proceedings of the Information Systems International Conference (ISICO2013). Denpasar, Bali (2-4 Desember).
2012
  • Widiarti, A. R. and Winarko, E. (2012). Widiarti-Winarko Algorithm For Grouping Syllables Resulting From the Javanese Literature Document Image Recognition. Proceedings of the 16th WSEAS International Conference on Computers. Kos Island, Greece (July 14-17).
  • Winarko, E. (2012). STORE-SP: A Tool for Storing, Retrieving, and Visualizing Sequential Patterns. Proceedings of the 2012 Basic Science International Conference. Malang (24-25 February).
2011
  • Zaman, B. and Winarko, E. (2011). Analysis of Sentence Feature for Automatic Text Summarization in Indonesia Language. Proceedings of 3rd International Conference and Workshop on Basic and Applied Sciences (ICOWOBAS), Surabaya (21 Sep).
  • Nugroho, A. and Winarko, E. (2011). Geographical Information System and Web Service Implementation for Volcanic Eruptions Geologic Disasters Surveillance, Monitoring, and Mitigation System. Proceedings of the 2011 International Conference on Electrical Engineering and Informatics (ICEEI), Bandung (17-19 July).
  • Rahajoe, A.D and Winarko, E. (2011). A Survey of Methods for Monitoring Association Rule Behavior. Proceedings of International SEAMS 2011 Conference, Jogjakarta (15 July).
  • Winarko, E. (2011). A Survey of Methods for Discovering Frequent Episodes and Periodic Patterns. Proceedings of International Seminar on Intelligent Technology and Its Applications, Surabaya (25 May).
2010
  • Hakim, R.B.F, Subanar, and Winarko, E. (2010). Reducing Hierarchical Clustering Instability Using Clustering Based on Indiscernibility and Indiscernibility Level. Proceedings of 2010 IEEE International Conference on Granular Computing. San Jose, California, USA.
  • Mulyana, S., Hartati, S., Winarko, E., and Wardoyo, R. (2010). Data mining to Build a Pattern of Knowledges from Psychological Consultation. Proceedings of the 2nd International Conference on Soft Computing, Intelligent System and Information Technology (ICSIIT 2010). Bali, Indonesia.
  • Hakim, R.B.F, Subanar, and Winarko, E. (2010). Reducing Dendrogram Instability of Features Using Rough Set Indiscernibility Level. Proceedings of the 2nd International Conference on Distributed Framework and Applications (DFmA 2010). Jogjakarta, Indonesia.
  • Tunjungsari, V., Istiyanto, J.E., Winarko, E. and Wardoyo, R. (2010). A Reputation Based Trust Model to Seek Judgment in Participatory Group Decision Making. Proceedings of the 2nd International Conference on Distributed Framework and Applications (DFmA 2010). Jogjakarta, Indonesia.
2009
  • Winarko, E.  and Amalia, N. (2009). WUPMiner: A Tool for Discovering and Visualizing Web Usage Pattern. Presented at IndoMS International Conference on Mathematics and its Applications (IICMA 2009). Jogjakarta, Indonesia.
  • Ermatita, Winarko, E. and Wardoyo, R. (2009). Classification Techniques and their Applications in Bioinformatics. Proceedings of International Conference on Creative Communication And Innovative Technology (ICC-IT). Jakarta, Indonesia.
  • Rahardja, U., Winarko, E. and Yusup, M. (2009). Behavior Detection using Data Mining. Proceedings of International Conference on Creative Communication and Innovative Technology (ICC-IT). Jakarta, Indonesia.
  • Hakim, R. B. F., Subanar and Winarko, E. (2009). Clustering Based on Indiscernibility and Indiscernibility Level. Proceedings of IEEE International Conference on Granular Computing (GrC'09). Nanchang, China.

2003 - 2007
  • Winarko, E. (2007). TAR-QL: An SQL-like Query Language for Querying Discovered Temporal Association Rules. Proceedings of SEAMS International Conference on Mathematics and Its Applications. Jogjakarta, Indonesia.
  • Winarko, E. (2007). The Discovery of Temporal Patterns and Rules from Sequential Data. Proceedings of SEAMS International Conference on Mathematics and Its Applications. Jogjakarta, Indonesia.
  • Winarko, E. and Roddick, J.F. (2005). Discovering Richer Temporal Association Rules from Interval-based Data. Proc. of the 7th International Conference on Data Warehousing and Knowledge Discovery (DaWaK'05), Copenhagen, Denmark. LNCS, 3589. Page 315-325 (Selected as one of the best papers).
  • Winarko, E. and Roddick, J.F. (2003). Relative Temporal Association Rule Mining. Proceedings of the 2nd Australasian Data Mining Workshop (ADM'03), Canberra. Page 121-142.

National Conference (in Indonesian):

2015
  • Abdiansah and Winarko, E. (2015). Question Classification Menggunakan Support Vector Machines Dan Stemming. Seminar Nasional Aplikasi Teknologi Informasi (SNATI) 2015. Yogyakarta (6 Juni).
  • Sulistyo, W. and Winarko, E. (2015). Pemodelan Spatial Autocorrelation Kondisi Ketahanan Dan Kerentanan Pangan Di Kabupaten Klaten. Seminar Nasional Teknologi Informasi dan Komunikasi 2015 (SENTIKA 2015). Yogyakarta (23 Maret).
  • Henderi and Winarko, E. (2015). Rancangan Sistem Data Warehouse Evaluasi Kinerja. Seminar Nasional Teknologi Informasi dan Multimedia 2015 (Amikom). Yogyakarta, (6-8 Februari).
2014
  • Indra and Winarko, E. (2014). Sensing Trending Topic Social Media: Survey. Prosiding Seminar Nasional Ilmu Komputer (SNIKOM), Laguboti, Medan (22-23 Agustus).
  • Swari, M.H.P. and Winarko, E. (2014). Sistem Diagnosis Penyakit Gigi dan Mulut Menggunakan Kombinasi CBR-RBR. Prosiding Seminar Ilmu Komputer (SEMINASIK), Yogyakarta (18 Oktober).
  • Raharjo, S. and Winarko, E. (2014). Klasterisasi, Klasifikasi dan Peringkasan Teks Berbahasa Indonesia. Prosiding Seminar Ilmiah Nasional Komputer dan Sistem Intelijen (KOMMIT), Depok (14-15 Oktober)

2013
  • Henderi and Winarko, E. (2013). Rancangan Framework Business Intelligent Pada Perguruan Tinggi. Prosiding Seminar Nasional Matematika dan Terapan, Surabaya (21 September).
  • Mardiana, D. and Winarko, E. (2013). Review Metode Data Mining Untuk Mendeteksi Wabah Penyakit. Prosiding Seminar Nasional Informatika (SNIf2013), Medan (07 September).
  • Polosoro, E. and Winarko, E. (2013). Desain Klasifikasi Deteksi Suara Non-Verbal Berbasis WSN Pada Aplikasi Sistem Smart Home. Prosiding Seminar Nasional Informatika (SNIf2013), Medan (07 September).
2012
  • Nurkifli, E.H. and Winarko, E. (2012). Implementasi Skema Steganografi dengan Metode Select Least Significant Bits (SLSB) pada Pesan Terenkripsi untuk Pengiriman MMS. Prosiding Seminar Nasional Informatika (SemnasIF), UPN Veteran, Yogyakarta (30 Juni).
  • Irwansyah, E. and Winarko, E. (2012). Zonasi Daerah Bahaya Kegempaan dengan Pendekatan Peak Ground Acceleration (PGA). Prosiding Seminar Nasional Informatika (SemnasIF), UPN Veteran, Yogyakarta (30 Juni).
2010
  • Wiranto and Winarko, E. (2010). Konsep Multicriteria Collaborative Filtering untuk Perbaikan Rekomendasi. Prosiding Seminar Nasional Informatika (semnasIF 2010), UPN, Jogjakarta.
  • Ujianto, E.I.H. and Winarko, E. (2010). Steganografi Berbasis Kriptografi Menggunakan LSB. Prosiding International Conference on Computer and Mathematical Sciences, Jogjakarta.
  • Widhiarso, W. and Winarko, E. (2010). Usulan Penggunaan Metode dalam Data Mining untuk Manajemen Resiko Bank Komersil  di Indonesia. Prosiding Konferensi Nasional Teknologi Informasi dan Komunikasi (Knastik2010), UKDW, Jogjakarta.
2009
  • Mulyanto, A. and Winarko, E. (2009). Survey terhadap Aplikasi Data Mining dalam Pendidikan. Prosiding Seminar Nasional Sistem Informasi Indonesia (Sesindo 2009), ITS, Surabaya.
  • Ujianto, E.I.H. and Winarko, E. (2009). An Application of LSB Steganography. Prosiding Konferensi Nasional Teknologi Informasi dan Applikasinya (KNTIA), UNSRI Palembang.
  • Sutrisno, A. and Winarko, E. (2009). Penerapan Data Mining dalam E-Learning. Prosiding Konferensi Nasional Teknologi Informasi dan Komunikasi (KNasTIK), UKDW Yogyakarta.
  • Mulyana, S. and Winarko, E. (2009). Teknik Visualisasi dalam Data Mining. Prosiding Seminar Nasional e-Democracy, UPN Yogyakarta.
  • Winarko, E and Saputro, P.M. (2009). Aplikasi Flashcard Berbasis Java Micro Edition. Prosiding Conference on Information Technology and Electrical Engineering (CITEE), Teknik Elektro UGM, Yogyakarta.
PhD Dissertation:
  • Winarko, E. (2007). The Discovery and Retrieval of Temporal Rules in Interval Sequence Data. PhD Thesis. School of Informatics and Engineering, Flinders University, Australia.
Book:
  • Winarko, E (2009). Knowledge Discovery from Interval Sequence Data: Methods for Discovering and Retrieving Interval Rules. Publisher VDM Verlag Dr. Müller, Germany. ISBN-13: 978-3639126822. The book is available at Amazon.com