Bülent Bölat

Dr.

  • İTÜ Ayazağa Kampüsü

    34000 Istanbul

    Turkey

Calculated based on number of publications stored in Pure and citations from Scopus
20042024

Research activity per year

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  • 2024

    FedLDC: Federated Learning with Loss-Dependent Coefficients in Pedestrian Detection

    Akpinar, E., Bolat, B. & Taskiran, M., 2024, Proceedings - 11th International Conference on Signal Processing and Integrated Networks, SPIN 2024. Shukla, A. K. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 256-261 6 p. (Proceedings - 11th International Conference on Signal Processing and Integrated Networks, SPIN 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    Performance of the Convolutional Neural Network Model in Identification of the Wireless Frequency Bands

    Gül, A. & Bolat, B., 2021, 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021. Institute of Electrical and Electronics Engineers Inc., p. 544-549 6 p. (2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    Determining the Occupancy of Vehicle Parking Areas by Deep Learning

    Baktir, A. B. & Bolat, B., Jun 2020, 2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020. Institute of Electrical and Electronics Engineers Inc., 9179399. (2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • Spektrum Kullanimini Kestirme ve Tahmin Etme

    Translated title of the contribution: Spectrum Usage Estimating and PredictingBolat, B. & Kelek, M. O., 5 Oct 2020, 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9302184. (2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2019

    Autonomous Car Racing in Simulation Environment Using Deep Reinforcement Learning

    Guckiran, K. & Bolat, B., Oct 2019, Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019. Institute of Electrical and Electronics Engineers Inc., 8946332. (Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Citations (Scopus)
  • Breast Cancer Detection from Thermography Based on Deep Neural Networks

    Kiymet, S., Aslankaya, M. Y., Taskiran, M. & Bolat, B., Oct 2019, Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019. Institute of Electrical and Electronics Engineers Inc., 8946367. (Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    24 Citations (Scopus)
  • Deep and Wide Convolutional Neural Network Model for Highly Dense Crowd

    Kizrak, M. A. & Bolat, B., Oct 2019, Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019. Institute of Electrical and Electronics Engineers Inc., 8946395. (Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Kolonik polip iz düşüm görüntülerinde konvolüsyonel sinir aǧi ile siniflandirma

    Translated title of the contribution: Colonic polyp classification using projection image and convolutional neural networkTulum, G., Osman, O., Dandin, Ö., Bolat, B., Ergin, T. & Cüce, F., Apr 2019, 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019. Institute of Electrical and Electronics Engineers Inc., 8741701. (2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi

    Translated title of the contribution: Nighttime vehicle tail light detection with rule based image processingMuslu, G. & Bolat, B., Apr 2019, 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019. Institute of Electrical and Electronics Engineers Inc., 8741541. (2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • 2018

    Evrişimsel sinir aǧi ile regresyon temelli konuşma iyileştirme

    Translated title of the contribution: Regression-based speech enhancement by convolutional neural networkErseven, M. & Bolat, B., 5 Jul 2018, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Hareketsiz Görüntülerdeki Yayalarin Çoklu Siniflandiricilar ile Tespiti

    Translated title of the contribution: Pedestrian detection with multiple classifiers on still imagesCavdar, C., Ozek, A. & Bolat, B., 5 Jul 2018, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Kapsül Aglari ile Isaret Dili Tanima

    Translated title of the contribution: Recognition of sign language using capsule networksBeser, F., Kizrak, M. A., Bolat, B. & Yildirim, T., 5 Jul 2018, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    29 Citations (Scopus)
  • Yayalarin yürüyüş rotalarinin belirlenmesi

    Translated title of the contribution: Detection of walking direction for pedestrianKolcu, C. & Bolat, B., 20 Jun 2018, 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting, EBBT 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting, EBBT 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2017

    A novel approach for people counting and tracking from crowd video

    Sagun, M. A. K. & Bolat, B., 3 Aug 2017, Proceedings - 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017. Yildirim, T., Czarnowski, I. & Jedrzejowicz, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 277-281 5 p. 8001170. (Proceedings - 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • Diagnosis of Parkinson's disease by using ANN

    Cimen, S. & Bolat, B., 22 Jun 2017, Proceedings - International Conference on Global Trends in Signal Processing, Information Computing and Communication, ICGTSPICC 2016. Institute of Electrical and Electronics Engineers Inc., p. 119-121 3 p. 7955281. (Proceedings - International Conference on Global Trends in Signal Processing, Information Computing and Communication, ICGTSPICC 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Citations (Scopus)
  • IBitABC: Lokal Arama ile Genişletilmiş İkili Yapay Ar Kolonisi Algoritmasi

    Translated title of the contribution: IBitABC: Improved binary artificial bee colony algorithm with local searchÖzger, Z. B., Bolat, B. & Diri, B., 31 Oct 2017, 2nd International Conference on Computer Science and Engineering, UBMK 2017. Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p. 8093589. (2nd International Conference on Computer Science and Engineering, UBMK 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    A comparative study on binary Artificial Bee Colony optimization methods for feature selection

    Ozger, Z. B., Bolat, B. & Diri, B., 19 Sept 2016, Proceedings of the 2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016. Yuldirim, T., Cosulschi, M., Florea, A. M., Badica, C. & Koprinkova-Hristova, P. (eds.). Institute of Electrical and Electronics Engineers Inc., 7571836. (Proceedings of the 2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Citations (Scopus)
  • Classification of classic Turkish music makams by using deep belief networks

    Sagun, M. A. K. & Bolat, B., 19 Sept 2016, Proceedings of the 2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016. Yuldirim, T., Cosulschi, M., Florea, A. M., Badica, C. & Koprinkova-Hristova, P. (eds.). Institute of Electrical and Electronics Engineers Inc., 7571850. (Proceedings of the 2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • Taramali EMG Sinyallerinin Faz Süresinin Belirlenmesi

    Translated title of the contribution: Determining phase duration of scanning EMG signalsArtuǧ, T., Osman, O., Göker, I., Baslo, B. & Bolat, B., 6 Jan 2016, 2015 Medical Technologies National Conference, TIPTEKNO 2015. Institute of Electrical and Electronics Engineers Inc., 7374102. (2015 Medical Technologies National Conference, TIPTEKNO 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2015

    Determining MUAP activity corridor in scanning EMG recordings

    Tugrul Artug, N., Goker, I., Bolat, B., Baris Baslo, M. & Osman, O., 24 Sept 2015, INISTA 2015 - 2015 International Symposium on Innovations in Intelligent SysTems and Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 7276766. (INISTA 2015 - 2015 International Symposium on Innovations in Intelligent SysTems and Applications, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Klasik Türk Müziʇi Makamlarinin Derin Anlama Aʇlari ile Siniflandirilmasi

    Translated title of the contribution: Classification of Classic Turkish Music Makams by using Deep Belief NetworksKizrak, M. A. & Bolat, B., 19 Jun 2015, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 527-530 4 p. 7129877. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • Ortam Seslerinin Siniflandirimi için Öznitelik Çikartma Yöntemlerinin Başarim Analizi

    Translated title of the contribution: Performance analysis of feature extraction methods in indoor sound classificationÇalik, N., Durak Ata, L., Serbes, A., Bolat, B. & Yavuz, E., 19 Jun 2015, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2025-2028 4 p. 7130263. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2014

    Classification of classic Turkish music makams

    Kizrak, M. A., Bayram, K. S. & Bolat, B., 2014, INISTA 2014 - IEEE International Symposium on Innovations in Intelligent Systems and Applications, Proceedings. IEEE Computer Society, p. 394-397 4 p. 6873650. (INISTA 2014 - IEEE International Symposium on Innovations in Intelligent Systems and Applications, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Citations (Scopus)
  • Feature extraction and classification of neuromuscular diseases using scanning EMG

    Artuǧ, N. T., Göker, I., Bolat, B., Tulum, G., Osman, O. & Baslo, M. B., 2014, INISTA 2014 - IEEE International Symposium on Innovations in Intelligent Systems and Applications, Proceedings. IEEE Computer Society, p. 262-265 4 p. 6873628. (INISTA 2014 - IEEE International Symposium on Innovations in Intelligent Systems and Applications, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Citations (Scopus)
  • Saǧlikli ve saǧliksiz akciǧer seslerinin dalgacik katsayilari kullanilarak siniflandirilmasi

    Translated title of the contribution: Classification of normal and abnormal lung sounds using wavelet coefficientsUysal, S., Uysal, H., Bolat, B. & Yildirim, T., 2014, 2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings. IEEE Computer Society, p. 2138-2141 4 p. 6830685. (2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Citations (Scopus)
  • 2013

    Classification of EEG signals by using support vector machines

    Bayram, K. S., Kizrak, M. A. & Bolat, B., 2013, 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013. 6577636. (2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    24 Citations (Scopus)
  • Pedestrian detection with an improved Adaboost

    Tetik, Y. E. & Bolat, B., 2013, 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013. 6577626. (2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Performance evaluation of feature selection algorithms on human activity classification

    Tulum, G., Artug, N. T. & Bolat, B., 2013, 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013. 6577634. (2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Zayif siniflandiricilardan olusan bir yaya tespit sistemi

    Translated title of the contribution: A pedestrian detection system with weak classifiersTetik, Y. E. & Bolat, B., 2013, 2013 21st Signal Processing and Communications Applications Conference, SIU 2013. 6531357. (2013 21st Signal Processing and Communications Applications Conference, SIU 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2011

    Duraǧan görüntülerden yaya tespi̇ti̇

    Translated title of the contribution: Detection of pedestrians from still imagesTetik, Y. E. & Bolat, B., 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011. p. 670-673 4 p. 5929805. (2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Pedestrian detection from still images

    Tetik, Y. E. & Bolat, B., 2011, INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications. p. 540-544 5 p. 5946164. (INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • 2006

    Musical sound recognition by active learning PNN

    Bolat, B. & Küçük, Ü., 2006, Multimedia Content Representation, Classification and Security - International Workshop, MRCS 2006. Proceedings. Springer Verlag, p. 474-481 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4105 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Olasiliksal sinir aǧlari ile elektriksel boşalma sesinden gerilim düzeyinin belirlenmesi

    Translated title of the contribution: Determination of voltage level from electrical discharge sound by probabilistic neural networkKalenderli, Ö., Bolat, B. & Bolat, S., 2006, 2006 IEEE 14th Signal Processing and Communications Applications Conference. 1659806. (2006 IEEE 14th Signal Processing and Communications Applications Conference; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • 2005

    Yayli enstrüman seslerinin olasiliksal sinir aǧi ile taninmasi

    Translated title of the contribution: Recognition of bowed string sounds by using probabilistic neural networkBolat, B. & Küçük, Ü., 2005, Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference, SIU 2005. p. 57-59 3 p. 1567618. (Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference, SIU 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2004

    İstatistiksel Sinir Aǧlari İle Konuşma/Müzik Siniflandirma

    Translated title of the contribution: Speeh/music classification by using statistical neural networksBolat, B. & Küçük, Ü., 2004, Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004. Gunsel, B. (ed.). p. 227-229 3 p. (Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)