Dr. Öğr. Üyesi MUSTAFA SERT

Bilgisayar Mühendisliği Programı



Tel : 0312 246 6666 / 1236
E-Posta : msert[at]baskent.edu.tr
Web : http://www.baskent.edu.tr/~msert/

  • Doktora (2006), Gazi Üniversitesi, Bilgisayar Bilimleri
  • Yüksek Lisans (2001), Gazi Üniversitesi, Bilgisayar Bilimleri
  • Lisans (1997), Gazi Üniversitesi, Bilgisayar Bilimleri

Çalışma Alanları


  • BİLGİSAYAR-BİLİŞİM BİLİMLERİ VE MÜHENDİSLİĞİ

Projeler


  • Kablosuz Çoklu Ortam Duyarga Ağlarında Gözetleme Uygulamaları Için Füzyon-Tabanlı Çatı Tasarımı Ve Geliştirilmesi. ", ODTÜ", TÜBİTAK ARDEB", 15/04/2019.

  • Yazici A, Sert M, Koyuncu M. Videolarda Görüntü, Ses ve Metin Verileri Kullanılarak Anlamsal Bilgi Çıkarımı, Depolanması ve Sorgulanması. BİLİMSEL DERGİ VE KONGRELER ", ODTÜ BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ", TÜBİTAK EEEAG", 01/01/2013.

Makaleler


  • Koyuncu M, Yazıcı A, Civelek M, Coşar A, Sert M. Visual and Auditory Data Fusion for Energy-Efficient and Improved Object Recognition in Wireless Multimedia Sensor Networks. IEEE Sensors, 2019; :-. ( SCI-Exp : Science Citation Index-Expanded (SCI dahil) )

  • Sert M, Boyacı E. Sketch recognition using transfer learning. Multimed Tools Appl, 2019; :-. ( SCI-Exp : Science Citation Index-Expanded (SCI dahil) )

  • Memiş G, Sert M. Detection of Basic Human Physical Activities with Indoor-Outdoor Information Using Sigma-Based Features and Deep Learning. IEEE Sensors, 2019; :-. ( SCI-Exp : Science Citation Index-Expanded (SCI dahil) )

  • Adnan Y, Murat K, Turgay Y, Saeid S, Mustafa S, Elvan G. An intelligent multimedia information system for multimodal content extraction and querying. Multimedia Tools and Applications, 2017; :-. ( SCI-Exp : Science Citation Index-Expanded (SCI dahil) )

  • Yazici A, Sattari S, Yilmaz T, Sert M, Koyuncu M, Gulen E. METU-MMDS: An Intelligent Multimedia Database System for Multimodal Content Extraction and Querying. Lecture Notes in Computer Science, 2016; (9517):354-360. ( ? )

  • Ergün H, Akyüz YÇ, Sert M, Liu J. Early and Late Level Fusion of Deep Convolutional Neural Networks for Visual Concept Recognition. International Journal of Semantic Computing, 2016; :-. ( DBLP, ESCI, EBSCO, INSPEC, Proquest Summon, Google Scholar )

  • Erdem H, Berkol A, Sert M. Comparative Study of Universal Function Approximators (Neural Network, Fuzzy Logic, ANFIS) for Non-Linear Systems. International Journal of Scientific Research in Information Systems and Engineering (IJSRISE), 2015; 1(2):45-50. ( Web of Science )

  • Ergün H, Sert M. Efficient Bag of Words Based Concept Extraction for Visual Object Retrieval. Advances in Intelligent Systems and Computing, 2015; 400:389-402. ( Web of Science )

  • Demir U, Koyuncu M, Yazici A, Yilmaz T, Sert M. Flexible content extraction and querying for videos. Lecture Notes in Computer Science, 2011; 7022:460-. ( Conference Proceedings Citation Index (Elsevier-Sciencedirect) )

  • Doğan E, Sert M, Yazıcı A. A Flexible and Scalable Audio Information Retrieval System for Mixed-Type Audio signals. International Journal of Intelligent Systems, 2011; 26(10):952-970. ( SCI-Exp : Science Citation Index-Expanded (SCI dahil) )

  • Demir U, Koyuncu M, Yazici A, Yilmaz T, Sert M. Flexible Content Extraction and Querying for Videos. Lecture Notes in Computer Science (Springer-Verlag), 2011; LNCS(7022):460-471. ( INSPEC, EI )

  • Doğan E, Sert M, Yazıcı A. Content-Based Retrieval of Audio in News Broadcasts. Lecture Notes in Computer Science (Springer-Verlag), 2009; LNAI(5822):548-559. ( INSPEC, EI )

  • Sert M, Baykal B, Yazici A. Structural and Semantic Modeling of Audio for Content-based Querying and Browsing. Lecture Notes in Computer Science, 2006; LNCS(4027):319-330. ( SCI-Exp : Science Citation Index-Expanded (SCI dahil) )

  • Çavuşoğlu A, Sert M. Digital Modulation and Classification of Baseband Signals Using TMS320C6701 DSP. International Journal of Engineering Science and Technology, 2004; 7(1):51-59. ( elsevier )

Bildiriler


  • Memiş G, Sert M. Classification of Indoor-Outdoor Location using Blood Oxygen Saturation Signal. IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin): Berlin, Germany; 02/09/2018 - 05/09/2018

  • Şen D, Sert M. Continuous Valence Prediction Using Recurrent Neural Networks with Facial Expressions and EEG Signals. IEEE 26th Signal Processing and Communications Applications Conference (SIU): Izmir, Türkiye; 02/05/2018 - 05/05/2018

  • Memiş G, Sert M. The Effectiveness of Feature Selection Methods on Physical Activity Recognition. IEEE 26th Signal Processing and Communications Applications Conference (SIU): Izmir, Türkiye; 02/05/2018 - 05/05/2018

  • Küçükbay SE, Sert M, Yazıcı A. Object Detection using Acoustic Sensors for Surveillance Applications. 19th IIE International Conference on Computer, Electrical, Electronics and Communication Engineering (CEECE-2018): Pattaya, Thailand; 25/04/2018 - 26/04/2018

  • Sarman S, Sert M. Audio based violent scene classification using ensemble learning. IEEE 6th International Symposium on Digital Forensic and Security (ISDFS): Antalya, Türkiye; 22/03/2018 - 25/03/2018

  • Selbes B, Sert M. Multimodal Vehicle Type Classification Using Convolutional Neural Network and Statistical Representations of MFCC. In Proceedings of 14th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS 2017): Lecce, Italy; 29/08/2017 - 01/09/2017

  • Kucukbay SE, Sert M, Yazici A. Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks. IEEE 21st International Conference on Control Systems and Computer Science (CSCS2017): Bucharest, Romania; 29/05/2017 - 31/05/2017

  • Boyaci E, Sert M. Video Classification Based on ConvNet Collaboration and Feature Selection. IEEE 25th Signal Processing and Communications Applications Conference (SIU 2017): Antalya, Türkiye; 15/05/2017 - 18/05/2017

  • Hayran A, Sert M. Sentiment Analysis on Microblog Data based on Word Embedding and Fusion Techniques. IEEE 25th Signal Processing and Communications Applications Conference (SIU 2017): Antalya, Türkiye; 15/05/2017 - 18/05/2017

  • Memis G, Sert M. Leveraging Multimodal and Feature Selection Approaches to Improve Sleep Apnea Classification Performance. IEEE 25th Signal Processing and Communications Applications Conference (SIU 2017): Antalya, Türkiye; 15/05/2017 - 18/05/2017

  • Selbes B, Sert M. Multimodal Video Concept Classification based on Convolutional Neural Network and Audio Feature Combination. IEEE 25th Signal Processing and Communications Applications Conference (SIU 2017): Antalya, Türkiye; 15/05/2017 - 18/05/2017

  • Eren AO, Sert M. Movie Rating Prediction Using Ensemble Learning and Mixed Type Attributes. IEEE 25th Signal Processing and Communications Applications Conference (SIU 2017): Antalya, Türkiye; 15/05/2017 - 18/05/2017

  • Memis G, Sert M. Multimodal Classification of Obstructive Sleep Apnea using Feature Level Fusion. In Proceedings of IEEE International Conference on Semantic Computing (ICSC2017): San Diego, California, USA; 30/01/2017 - 01/02/2017

  • Boyaci E, Sert M. Feature-level Fusion of Deep Convolutional Neural Networks for Sketch Recognition on Smartphones. In Proceedings of IEEE International Conference on Consumer Electronics (ICCE2017): Las Vegas, Nevada, USA; 08/01/2017 - 10/01/2017

  • Sert M, Aksoy N. Recognizing facial expressions of emotion using action unit specific decision thresholds. In Proceedings of the ACM's 2nd Workshop on Advancements in Social Signal Processing for Multimodal Interaction (ACM ICMI'16): Tokyo, Japan; 12/11/2016 - 16/11/2016

  • Aksoy N, Sert M. Facial Action Unit Detection using Variable Decision Thresholds. Signal Processing and Communications Applications Conference: ZONGULDAK, TURKIYE; 16/05/2016 - 19/05/2016

  • Ergün H, Sert M. Feature-level Fusion of Convolutional Neural Networks for Visual Object Classification. Signal Processing and Communications Applications Conference: ZONGULDAK, TURKIYE; 16/05/2016 - 19/05/2016

  • Ergun H, Sert M. Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. IEEE International Conference on Multimedia Big Data (bigMM): Taipei, TAIWAN; 20/04/2016 - 22/04/2016

  • Erdem H, Berkol A, Sert M. Comparative Study of Universal Function Approximators (neural Network, Fuzzy Logic, Anfis) for Non-linear Systems. Third International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA 2015): Girne, Kuzey KIBRIS; 04/11/2015 - 06/11/2015

  • Yalniz SE, Sert M. Audio Event Detection Using Adaptive Feature Extraction Scheme. International Conferences on Advances in Multimedia: Barcelona, Spain; 19/04/2015 - 24/04/2015

  • Küçükbay SE, Sert M. Audio-based event detection in office live environments using optimized MFCC-SVM approach. IEEE International Conference on Semantic Computing (ICSC'15): Anaheim, CA, USA; 07/02/2015 - 09/02/2015

  • Erdem ES, Sert M. Efficient Recognition of Human Emotional States from Audio Signals. IEEE International Symposium on Multimedia (ISM'2014): Taichung, Taiwan; 10/12/2014 - 12/12/2014

  • Sert M, Ergün H. Video scene classification using spatial-pyramid based features. IEEE 22nd Signal Processing and Communications Applications Conference (SIU 2014): TRABZON; 23/04/2014 - 25/04/2014

  • Sert M, Baykal B, Yazici A. Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds. IEEE International Symposium on Multimedia: Anaheim, CA, USA; 09/12/2013 - 11/12/2013

  • Okuyucu Ç, Sert M, Yazici A. Environmental Sound Classification Using Spectral and Harmonic Feature Combination. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı: GİRNE, KKTC; 24/04/2013 - 26/04/2013

  • Yıldız K, Sert M. Predicting motifs in human and mouse genes by using Probabilistic Suffix Trees. Signal Processing and Communications Applications Conference (SIU): Antalya, TÜRKİYE; 21/04/2010 - 24/04/2010

  • Doğan E, Sert M, Yazıcı A. Content-based classification and segmentation of mixed-type audio by using mpeg-7 features. IEEE International Conference on Advances in Multimedia (IEEE MMEDIA'2009): Colmar, France; 20/07/2009 - 25/07/2009

  • Sert M, Baykal B, Yazıcı A. Combining Structural Analysis and Computer Vision Techniques for Automatic Speech Summarization. The 10th IEEE International Symposium on Multimedia (IEEE ISM-2008): Berkeley, California, USA; 15/12/2008 - 17/12/2008

  • Sert M, Baykal B, Yazıcı A. A Robust and Time-efficient Fingerprinting Model for Musical Audio. IEEE International Symposium on Consumer Electronics (ISCE'06): St. Petersburg; 20/06/2007 - 23/06/2007

  • Sert M, Baykal B, Yazici A. Generating Expressive Summaries for Speech and Musical Audio Using Self-similarity Clues. IEEE International Conference on Multimedia and Expo (ICME?06): Toronto, ON, Canada; 09/07/2006 - 12/07/2006

  • Sert M, Baykal B. Web-based query engine for content-based and semantic retrieval of audio. IEEE International Symposium on Consumer Electronics (ISCE'04): Reading, UK; 01/09/2004 - 03/09/2004

  • Sert M, Baykal B. An Approach to the Semantic Modeling of Audio Databases. IEEE Int'l Conf. on E-Business and Telecommunication Networks (ICETE'04): Setúbal, Portugal; 25/08/2004 - 28/08/2004

  • Sert M, Baykal B. A Web Model for Querying, Storing, and Processing Multimedia Content. In Proceedings of IASTED Information and Knowledge Sharing (IKS'03): Scottsdale, AZ, USA; 17/11/2003 - 19/11/2003

  • Tanyer SG, Sert M, Çinar ME. Design of a Complete Signal Analysis, Classification and Demodulation System. Proceedings of 8th IEEE Signal Processing and Communications Applications Conference (SIU 2000): Antalya, TÜRKİYE; 12/06/2000 - 14/06/2000