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Publications

JOURNALS

Accepted/Published Articles in SCI indexed Journals (Peer-review)

  1. Z. Masetic, A. Subasi; Congestive heart failure detection using random forest classifier, Computer Methods and Programs in Biomedicine, Vol. 130, Jul. 2016
  2. Jasmin Kevric, Samed Jukic, and Abdulhamit Subasi; An effective combining classifier approach using tree algorithms for network intrusion detection, Neural Computing and Applications, Jun. 2016
  3. M.Saric, J.Hivziefendic; Management of the Power Distribution Network Reconstruction Process Using Fuzzy Logic, Springer International Publishing, Vol. 3, Dec. 2016
  4. Nejdet Dogru, Abdulhamit Subasi; Comparison of clustering techniques for traffic accident detection, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 23, Dec. 2015
  5. S. Cankurt, A. Subasi,  Tourism demand modelling and forecasting using data mining techniques in multivariate time series: A case study in Turkey, (Accepted Turkish Journal of Electrical Engineering & Computer Sciences)
  6. E. Kremic, A. Subasi, Performance of Random Forest and SVM in Face Recognition (Accepted International Arab Journal of Information Technology)
  7. M. R. Bozkurt, A. Subasi, E. Koklukaya, M. Yilmaz, “Comparison of AR parametric methods with subspace-based methods for EMG signal classification using stand-alone and merged neural network models”, (Accepted Turkish Journal of Electrical Engineering & Computer Sciences)
  8. N. Dogru, A. Subasi, Comparison of clustering techniques for traffic accident detection, (Accepted Turkish Journal of Electrical Engineering & Computer Sciences)
  9. E. Alickovic, A. Subasi, “Effect of Multiscale PCA de-noising in ECG beat classification for diagnosis of cardiovascular diseases”, Circuits Systems and Signal Processing, Feb. 2015, Vol. 34, Issue 2,  513-533.
  10. E. Gokgoz, A. Subasi, Comparison of decision tree algorithms for EMG signal classification Biomedical  Signal  Processing  and  Control, 18 (2015), 138–144.
  11. A. Subasi, A decision support system for Diagnosis of Neuromuscular Disorders using Evolutionary Support Vector Machines, Signal, Image and Video Processing, Vol. 9, Issue 2 (2015), Page 399-408.
  12. H. Siljak, A. Subasi, “Fourier spectrum related properties of vibration signals in accelerated motor aging applicable for age determination”, Maintenance and Reliability 2014; 16 (4): 616–621.
  13. H. Šiljak, A. Subasi “A novel approach to Hurst analysis of motor vibration data in aging processes”, Journal of Vibroengineering, Vol. 16, Issue 5, 2014, p. 2250‑2255.
  14. J. Kevric, A. Subasi, “The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection”, Journal of Medical Systems, 38(10):131, 1-13, 2014.
  15. E. Gokgoz, A. Subasi, “Effect of Multiscale PCA de-noising on EMG signal classification for Diagnosis of Neuromuscular Disorders ”, Journal of Medical Systems,  38(4):31,1-10, April 2014.
  16. A.Nuhanović, J. Hivziefendić, A. Hadžimehmedović; Distribution network reconfiguration considering power losses and outages costs using genetic algorithm, Journal of Electrical Engineering, Vol. VOL. 64, No. No 5, Jan. 2013

 

Accepted/Published Articles in non-SCI Journals (Peer-review)

  1. Nuhanović, J.Hivziefendić, A.Hadžimehmedović; Distribution system planning using multi-objective NSGA II genetic optimization algorithm, 6th International Confernce on Deregulated Electricity Market Issues in South-Eastern Europe, DEMSEE, Jan. 2016
  2. Z. Masetic, A. Subasi, J. Azemovic; Malicious Web Sites Detection using C4.5 Decision Tree, Southeast Europe Journal of Soft Computing, Vol. 5, No. 1, Mar. 2016
  3. Samed Jukic, Jasmin Azemovic, Dino Keco, Jasmin Kevric; Comparison of Machine Learning Techniques in Spam E-mail Classification, Southeast Europe Journal of Soft Computing, Vol. 4, No. 1, Mar. 2015
  4. S. Cankurt and A. Subasi, Developing tourism demand forecasting models using machine learning techniques with trend, seasonal, and cyclic components, Balkan Journal of Electrical & Computer Engineering, 2015, Vol.3, No.1
  5. Günay Karlı, Şenol Doğan, Adem Karadağ; Computational Approach for Promoter Identification with data Mining Techniques, International Journal of Engineering Inventions, Vol. 4, No. 1, Feb. 2014
  6. Günay Karlı, Adem Karadağ; Genomic DNA Analysis Using ANFIS and ANN, International Journal of Engineering Research and Development, Vol. 9, No. 10, Jan. 2014
  7. Günay Karlı, Adem Karadağ; Predicting Functional Regions in Genomic DNA Sequences Using Artificial Neural Network, International Journal of Engineering Inventions, Vol. 3, No. 6, Feb. 2014
  8. Z. Masetic, A. Subasi, Detection of congestive heart failures using C4.5 Decision Tree, Southeast Europe Journal of Soft Computing, 2(2), 74-77, 2013.
  9. S. Jukic, A. Subasi, Localization of the epileptogenic foci using Support Vector Machine, Southeast Europe Journal of Soft Computing, 2(2), 26-30, 2013.
  10. E. Alickovic, A. Subasi, Usage of Simplified Fuzzy ARTMAP for improvement of classification performances, Southeast Europe Journal of Soft Computing, 2(2), 93-97, 2013.
  11. G. Sikiric, S. Avdakovic, A. Subasi, Comparison of Machine Learning Methods for Electricity Demand Forecasting in Bosnia and Herzegovina, Southeast Europe Journal of Soft Computing, 2(2), 12-14, 2013.
  12. D. Kečo, A. Subasi, Parallelization of genetic algorithms using Hadoop Map/Reduce,
  13. Southeast Europe Journal of Soft Computing, 1(2), 56-59, 2012.
  14. M. A. Yaman, E. Yaman, A. Subasi, F. Rattay, “Automatic Gender Classification from Color Images Using Support Vector Machines”, International Journal of Arts & Sciences, 4(20), 279-283, 2011.
  15. E. Yaman, M. A. Yaman, A. Subasi, F. Rattay, “EMG Signal Classification Using Decision Trees and Neural Networks”, International Journal of Arts & Sciences, 4(20), 285-292, 2011.

 

CONFERENCES

International conferences:

  1. Emir Salihagic, Jasmin Kevric, Nejdet Dogru; Classification of ON-OFF states of Appliance Consumption Signatures, XI International Symposium on Telecommunications – BIHTEL 2016, Sarajevo, BiH, Oct. 2016
  2. Adnan Hodzic, Jasmin Kevric, Ahmed Karadag; COMPARISON OF MACHINE LEARNING TECHNIQUES IN PHISHING WEBSITE CLASSIFICATION, International Conference on Economic and Social Studies (ICESoS), Sarajevo, BiH, Apr. 2016, Vol. 3, Page 249 - 256
  3. N. Arnaut, A. Subasi, Sleep stage classification using AR Burg and C4.5 classifier, The 1st Conference of Medical and Biological Engineering in Bosnia and Herzegovina (CMBEBIH 2015), 13-15 March 2015, Sarajevo, Bosnia and Herzegovina.
  4. E. Podrug, A. Subasi, Surface EMG pattern recognition by using DWT feature extraction and SVM classifier, The 1st Conference of Medical and Biological Engineering in Bosnia and Herzegovina (CMBEBIH 2015), 13-15 March 2015, Sarajevo, Bosnia and Herzegovina.
  5. K. Hajdarevic, S. Konjicija, A. Subasi,  A Low Energy APRS-IS Client-Server Infrastructure Implementation using Raspberry Pi, 22nd Telecommunications Forum (TELFOR), 2014, At Belgrade, Serbia.
  6. K. Hajdarevic, S. Konjicija, A. Subasi, Svxlink VOIP Implementation Using Raspberry Pi in Education and Disaster Relief Situations, BIHTEL2014, Sarajevo, Bosnia and Herzegovina; 10/2014
  7. E. Alickovic, A. Subasi, Comparison of decision tree methods for breast cancer diagnosis, The 6th International Conference on Information Technology (ICIT 2013), Amman, Jordan, May. 2013