Ferdinando Hany


Researcher, M.Sc. (Tech.), Doc. student
Tel: +358 0294 482765
Room: TS282
Google Scholar
ResearchGate


Education
2004: M.Sc. Electrical Engineering, University of Twente, The Netherlands

Grants
2015: UniOGS, travel grant for international conference and research visit (violence simulation)
2014: UniOGS, travel grant for international conference and research visit (violence simulation)
2014: UniOGS, violence simulations at local school in Finland
2012-2013: Research Center of Petra Christian University, Indonesia, rigid body design of two-wheel balancing robot
2011-2013: Ministry of Education and Culture, Republic of Indonesia, two-wheel balancing robot for personal transportation

Research experience and interests
Biosignal signal processing, pattern recognition, machine learning

Languages
Indonesian – native, English – fluent, Dutch – basic, Finnish - basic

Selected Publication

  1. Ferdinando, H., Guobing Sun, Tian Han, Zhu Zhang, Liang Ye, Tuija Huuki, Seppo Laukka, Tapio Seppänen, Esko Alasaarela. School Violence Detection Using Movement Recognition and Affective Computing. In review.
  2. Ferdinando, H., Tapio Seppänen, Esko Alasaarela. Analyzing ECG with BEMD for Emotion Recognition System. In review.
  3. Ferdinando, H., Tapio Seppänen, Esko Alasaarela. Analyzing ECG with Bivariate Empirical Mode Decomposition to recognize violence event. In review.
  4. Hany Ferdinando, Tapio Seppänen, and Esko Alasaarela. Enhancing emotion recognition from ECG signals using supervised dimensionality reduction. Proc. of the 6th International Conference on Pattern Recognition Applications and Methods, Porto, Portugal, 2017
  5. Hany Ferdinando, Tapio Seppänen, and Esko Alasaarela. Bivariate Empirical Mode Decomposition for ECG-based Biometric Identification with Emotional Data. Proc. of the 39th Annual International Conference of the IEEE EMBS, JeJu Island, South Korea, 2017
  6. Hany Ferdinando, Liang Ye, Tian Han, Zhu Zhang, Guobing Sun, Tuija Huuki, Tapio Seppänen, and Esko Alasaarela. Violence Detection from ECG Signals: A Preliminary Study. Journal of Pattern Recognition Research. In review. 2017.
  7. Hany Ferdinando, Tapio Seppänen, and Esko Alasaarela. Emotion Recognition using Neighborhood Components Analysis and ECG/HRV-based Features. Springer Books Lecture Notes in Computer Science. In Review. 2017.
  8. Hany Ferdinando. Emotion Recognition using cvxEDA-based features. 3rd International Conference on Electrical System, Technology and Information. Bali, Indonesia. In review. 2017.
  9. Hany Ferdinando, Tapio Seppänen, and Esko Alasaarela. Comparing features from ECG pattern and HRV analysis for emotion recognition system. Proc. of the Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2016), Chiang Mai, Thailand, 2016
  10. Ye, L., Hany Ferdinando, Tapio Seppänen and Esko Alasaarela. An Instance-Based Physical Violence Detection Algorithm for School Bullying Prevention. Proceeding of the International Wireless Communications & Mobile Computing Conference (IWCMC) 2015, Dubrovnik, Croatia, 2015.
  11. Ferdinando, H., Liang Ye, Tapio Seppänen, Esko Alasaarela. Emotion Recognition by Heart Rate Variability. Australian Journal of Basic and Applied Sciences Vol. 8 Issue. 10, 2014.
  12. Ye, L., Hany Ferdinando, Tapio Seppänen, Esko Alasaarela. Physical Violence Detection for Preventing School Bullying. Advances in Artificial Intelligence Vol. 2014.
  13. Ye, L., Hany Ferdinando, Esko Alasaarela. Techniques in Pattern Recognition for School Bullying Prevention. Journal of Pattern Recognition and Research Vol. 2014.
  14. Ferdinando, H., H. Khoswanto, D. Purwanto. Performance Evaluation of MMA7260QT and ADXL345 on Self Balancing Robot. TELKOMNIKA, Vol. 11, No. 1, 2012.
  15. Ferdinando, H., H. Khoswanto, D. Ekaputra. Proceeding IES 2012. Design and implementation of nine-segment Wheel-less Snake Robot for Planar Terain. Surabaya, Indonesia, 2012.
  16. Ferdinando, H., H. Khoswanto, D. Purwanto, S. Tjokro. Proceeding INISTA 2012.  Embedded Kalman Filter For Inertial Measurement Unit (IMU) on the Atmega8535. Trabzon, Turkey, 2012.
  17. Ferdinando, H., H. Khoswanto, D. Purwanto, S. Tjokro. Proceeding INISTA 2011. Design and Evaluation of Two-wheeled Balancing Robot Chassis: Case Study for Lego Bricks. Istanbul, Turkey, 2011.
  18. Ferdinando, H., F. Pasila, Joenathan. Proceeding ICTS 2010. OPTIMIZATION OF NEURO-FUZZY WITH PARTICLE SWARM OPTIMIZATION FOR ELECTRICAL LOAD TIME SERIES DATA FORECASTING. Surabaya, Indonesia, 2010.
  19. Yohanes TDS, Hany Ferdinando, Daniel. Proceeding INISTA 2010. Performance Evaluation of Neural Network and Neuro-Fuzzy on Voice Recognition in Universal Motor Speed Control. Kayseri, Turkey, 2010.
  20. Hany Ferdinando, Felix Pasila, Dharma Gunawan and William. Proceeding ICEEDT 2009. Comparison of Neuro-Fuzzy and Fuzzy Clustering with Evolutionary Algorithm for Electrical Load Time Series Forecasting. Sousse, Tunisia, 2009.
  21. Pasila, F., Lesmana T., Ferdinando H. Proceeding ICTS 2009. Elman Neural Network Application with accelerated LMA Training for East Java-Bali Electrical Load Time Series Data Forecasting. Surabaya, Indonesia, 2009.
  22. Ferdinando, H., H. Wicaksono, R. Wibowo. The Implementation of PID Controller in the Pick and Place Robot. Indonesia Japan Joint Scientific Symposium. Depok, Indonesia, 2006.
  23. Ferdinando, H., I. N. Sandjaja, G. Sanjaya. Automatic Drilling Machine for Printed Circuit Board. Indonesia Japan Joint Scientific Symposium. Depok, Indonesia, 2006.
  24. Ferdinando, Hany; Hendrik Thiehunan; Hari Basuki. Proc. of InTech 2005. The Application of the FuzzIPC PLC Fuzzy Driver in Testing Instrument under Specified Temperature. Phuket, Thailand, 2005.
  25. Hany Ferdinando. Fault Tolerance in Real-time Distributed System Using the CT Library. Master Thesis. University of Twente, the Netherlands, 2004.
  26. Hany Ferdinando. Fault Tolerant of Communication Link on Distributed System. 10th International Symposium on Integrated Circuit, Device and System (ISIC 2004). Singapore, 2004.
  27. Hany Ferdinando. Testing CAN for Distributed System Using the CT Library. 7th International Seminar on Quality in Research (QiR). Jakarta, Indonesia, 2004.
  28. Hany Ferdinando. Testing CAN for Robotic Control. Enschede, the Netherlands. University of Twente, 2004.
  29. Orlic, B., Hany Ferdinando, Jan F Broenink. CAN Fieldbus Communication in the CSP-based CT Library. 4th PROGRESS Simposium on Embedded System, October 22, 2003.
  30. Hendry Setiawan, Thiang, Hany Ferdinando. Genetic Algorithm Application in Designing Membership Function of Fuzzy Logic Controller. Proceeding of Seminar on Intelligent Technology and Its Application (SITIA 2001). Surabaya, 2001.
  31. Thiang, Ronald Kurniawan, Hany Ferdinando. The Implementation of Genetic Algorithm in MCS51 Microcontroller to Find The shorthest Path. Proceeding of Seminar on Intelligent Technology and Its Application (SITIA 2001). Surabaya, 2001.
  32. Thiang, Anies Hannawati, Resmana, Hany Ferdinando. PetraFuz: A Low Cost Embedded Controller Based Fuzzy Logic Development System. Proceeding of 4th Asian Fuzzy Systems Symposium (AFSS) 2000. Tsukuba - Japan, 2000.

Last updated: 9.6.2017