Indra, Winarko, E., Pulungan, R. (2018). Trending topics detection of Indonesian tweets using BN-grams and Doc-p. Journal of King Saud University - Computer and Information Sciences (In Press).
Mahdiana, D., Winarko, E., Ashari, A., Kusnanto, H. (2017). A Model for Forecasting the Number of Cases and Distribution Pattern of Dengue Hemorrhagic Fever in Indonesia. International Journal of Advanced Computer Science and Applications, Vol. 8, No. 11.
Wibowo, A., Winarko, E., Azhari (2017). Predicting The Road Traffic Density Based on Twitter Using The TR-P Method. International Journal of Computer Science and Network Security, Vol. 17 No. 8.
Rahajoe, A.D., Winarko, E., Guritno, S. (2017). A Hybrid Method for Multivariate Time Series Feature Selection. International Journal of Computer Science and Network Security, Vol. 17 No. 3.
Rokhman, N., Subanar, Winarko, E. (2017). Accelerating the outlier detection methods for categorical data by using matrix of attribute value frequency. Journal of Theoretical and Applied Information Technology, 95 (21).
Wibowo, A., Winarko, E., Azhari (2017). Xtroad: The tweet extraction method for profiling road and traffic conditions. ARPN Journal of Engineering and Applied Sciences, 12(17).
Rosnelly, R., Hartati, S., Winarko, E., Mulatsih, S. (2017). Identification of malaria disease and its stadium based on digital image processing. Journal of Theoretical and Applied Information Technology, 95 (3).
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
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
