Yapay Zeka Mühendisliği Programı (İngilizce)
msert[at]baskent.edu.tr
0312 246 66 66 4144
H-İndeks
10
• Yapay Zeka
• Makine Öğrenmesi
• Bilgisayar Yazılımı ve Yazılım Mühendisliği
• Ses ve Konuşma İşleme
Birleşmiş Milletler Sürdürülebilir Kalkınma Amaçları
Yayın Bilgileri
| 1
Sarcasm Detection in News Headlines with Deep Learning, 2024 32nd Signal Processing and Communications Applications Conference (SIU), 15.05.2024
Araş.Gör. Zeynep Karkıner, Doç. Dr. Mustafa Sert |
| 2
ParsyBot: Chatbot for Baskent University Related FAQs, 18th IEEE International Conference on Semantic Computing (ICSC), 05.02.2024
Araş.Gör. Zeynep Karkıner, Begum Yaman, Begum Zengin, Feride Nursena Cavli, Doç. Dr. Mustafa Sert |
| 3
Weakly Labeled Sound Event Detection using Attention Mechanism with Teacher-Student Model, 2023 IEEE International Symposium on Multimedia (ISM), 11.12.2023
Yesim Akar, Doç. Dr. Mustafa Sert |
| 4
Self-Supervised Learning of Free-Hand Sketches with Bézier Curve Features, 2023 IEEE International Symposium on Multimedia (ISM), 11.12.2023
Taner Gulez, Doç. Dr. Mustafa Sert |
| 5
Action Recognition in Videos using 3D ConvNets with Multi-head Attention, 2023 IEEE International Conference on Multimedia Big Data (BigMM), 11.12.2023
Yagmur Sahin, Doç. Dr. Mustafa Sert |
| 6
Multimodal Video Captioning using Object-Auditory Information Fusion with Transformers, NarSUM'23 @ The 31st ACM International Conference on Multimedia (ACMMM), 2023, 29.10.2023
Berkay Selbes, Doç. Dr. Mustafa Sert |
| 7
Detection of Fractures in Dogs' Long Bones, 2023 33rd International Conference Radioelektronika, RADIOELEKTRONIKA 2023, 19.04.2023
Busra Acis, Doç. Dr. Mustafa Sert, Doç. Dr. Selda Güney, Gulnur Begum Cangoz |
| 8
Exponential Moving based Features for Acoustic Scene Classification, Proceedings - 2022 IEEE 5th International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2022, 19.09.2022
Ahmet Melih Basbug, Doç. Dr. Mustafa Sert |
| 9
Classification of Student Success in Online Courses Using Feature Selection and Convolutional Neural Network, 2022 30th Signal Processing and Communications Applications Conference (SIU), 15.05.2022
Öğr.Gör. Ramazan Tekinarslan, Doç. Dr. Mustafa Sert |
| 10
Anomaly Detection in Smart Home Environments using Convolutional Neural Network, Proceedings - 23rd IEEE International Symposium on Multimedia, ISM 2021, 29.11.2021
Naci Mert Ercan, Doç. Dr. Mustafa Sert |
| 11
Early detection of respiratory diseases caused by COVID-19 and integration into tele-health service via speech, voice and cough analysis software, 7th Eurasian & 17th Turkish Congress on Emergency Medicine 2021, 25.11.2021
Yahya Ayhan Acar, Doç. Dr. Mustafa Sert, Dogan Ozen, Irmak Uzun Bayar, Mehmet Bayar, Mehmet Kavakli, Olcay Baris Kanbur, Mehmet Ak, Orhan Cinar, Veysi Isler |
| 12
Permeability estimation for natural state modeling of geothermal fields with machine learning, 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings, 25.08.2021
Ali Baser, Doç. Dr. Mustafa Sert |
| 13
Audio Captioning Using Sound Event Detection, IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events, 01.03.2021
Aysegul Eren Ozkaya, Doç. Dr. Mustafa Sert |
| 14
Audio Captioning Based on Combined Audio and Semantic Embeddings, Proceedings - 2020 IEEE International Symposium on Multimedia, ISM 2020, 02.12.2020
Aysegul Eren Ozkaya, Doç. Dr. Mustafa Sert |
| 15
Combining Acoustic and Semantic Similarity for Acoustic Scene Retrieval, Proceedings - 2019 IEEE International Symposium on Multimedia, ISM 2019, 09.12.2019
Doç. Dr. Mustafa Sert, Ahmet Melih Basbug |
| 16
Analysis of Deep Neural Network Models for Acoustic Scene Classification, 2019 27th Signal Processing and Communications Applications Conference (SIU), 24.04.2019
Ahmet Melih Basbug, Doç. Dr. Mustafa Sert |
| 17
Classification of Obstructive Sleep Apnea using Multimodal and Sigma-based Feature Representation, 2019 27th Signal Processing and Communications Applications Conference (SIU), 24.04.2019
Gokhan Memis, Doç. Dr. Mustafa Sert |
| 18
Acoustic Scene Classification Using Spatial Pyramid Pooling With Convolutional Neural Networks, 2019 13TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 30.01.2019
Ahmet Melih Basbug, Doç. Dr. Mustafa Sert |
| 19
Classification of Indoor-Outdoor Location using Blood Oxygen Saturation Signal, 2018 IEEE 8TH INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - BERLIN (ICCE-BERLIN), 02.09.2018
Gokhan Memis, Doç. Dr. Mustafa Sert |
| 20
Continuous Valence Prediction Using Recurrent Neural Networks with Facial Expressions and EEG Signals, IEEE 26th Signal Processing and Communications Applications Conference (SIU), 02.05.2018
Dogancan Sen, Doç. Dr. Mustafa Sert |
| 21
The Effectiveness of Feature Selection Methods on Physical Activity Recognition, IEEE 26th Signal Processing and Communications Applications Conference (SIU), 02.05.2018
Gokhan Memis, Doç. Dr. Mustafa Sert |
| 22
Audio Based Violent Scene Classification Using Ensemble Learning, 2018 6TH INTERNATIONAL SYMPOSIUM ON DIGITAL FORENSIC AND SECURITY (ISDFS), 22.03.2018
Sercan Sarman, Doç. Dr. Mustafa Sert |
| 23
Multimodal Vehicle Type Classification Using Convolutional Neural Network and Statistical Representations of MFCC, 2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS), 29.08.2017
Berkay Selbes, Doç. Dr. Mustafa Sert |
| 24
Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks, 2017 21ST INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE (CSCS), 29.05.2017
Selver Ezgi Yalniz, Doç. Dr. Mustafa Sert, Adnan Yazici |
| 25
Movie Rating Prediction Using Ensemble Learning and Mixed Type Attributes, 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 15.05.2017
Aysegul Eren Ozkaya, Doç. Dr. Mustafa Sert |
| 26
Leveraging Multimodal and Feature Selection Approaches to Improve Sleep Apnea Classification Performance, 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 15.05.2017
Gokhan Memis, Doç. Dr. Mustafa Sert |
| 27
Multimodal Video Concept Classification based on Convolutional Neural Network and Audio Feature Combination, 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 15.05.2017
Berkay Selbes, Doç. Dr. Mustafa Sert |
| 28
Video Classification Based on ConvNet Collaboration and Feature Selection, 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 15.05.2017
Emel Boyaci, Doç. Dr. Mustafa Sert |
| 29
Sentiment Analysis on Microblog Data based on Word Embedding and Fusion Techniques, 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 15.05.2017
Ahmet Hayran, Doç. Dr. Mustafa Sert |
| 30
Multimodal Classification of Obstructive Sleep Apnea using Feature Level Fusion, 2017 11TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 30.01.2017
Gokhan Memis, Doç. Dr. Mustafa Sert |
| 31
Feature-level Fusion of Deep Convolutional Neural Networks for Sketch Recognition on Smartphones, 2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 08.01.2017
Emel Boyaci, Doç. Dr. Mustafa Sert |
| 32
Recognizing facial expressions of emotion using action unit specific decision thresholds, 2nd Workshop on Advancements in Social Signal Processing for Multimodal Interaction 2016, ASSP4MI 2016 - Held in conjunction with the 18th ACM International Conference on Multimodal Interaction 2016, ICMI 2016, 16.11.2016
Doç. Dr. Mustafa Sert, Nukhet Aksoy |
| 33
Feature-level Fusion of Convolutional Neural Networks for Visual Object Classification, 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 16.05.2016
Hilal Ergun, Doç. Dr. Mustafa Sert |
| 34
Facial Action Unit Detection using Variable Decision Thresholds, 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 16.05.2016
Nukhet Aksoy, Doç. Dr. Mustafa Sert |
| 35
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification, 2016 IEEE SECOND INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM), 20.04.2016
Hilal Ergun, Doç. Dr. Mustafa Sert |
| 36
Audio Event Detection Using Adaptive Feature Extraction Scheme, International Conferences on Advances in Multimedia, 19.04.2015
Selver Ezgi Yalniz, Doç. Dr. Mustafa Sert |
| 37
Audio-based Event Detection in Office Live Environments Using Optimized MFCC-SVM Approach, 2015 IEEE 9TH INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 07.02.2015
Selver Ezgi Kucukbay, Doç. Dr. Mustafa Sert |
| 38
Efficient Recognition of Human Emotional States from Audio Signals, 2014 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 10.12.2014
Ernur Sonat Erdem, Doç. Dr. Mustafa Sert |
| 39
VIDEO SCENE CLASSIFICATION USING SPATIAL PYRAMID BASED FEATURES, 2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 23.04.2014
Doç. Dr. Mustafa Sert, Hilal Ergun |
| 40
Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds, 2013 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 09.12.2013
Cigdem Okuyucu, Doç. Dr. Mustafa Sert, Adnan Yazici |
| 41
Environmental Sound Classification Using Spectral and Harmonic Feature Combination, 2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 24.04.2013
Cigdem Okuyucu, Doç. Dr. Mustafa Sert, Adnan Yazici |
| 42
Predicting motifs in human and mouse genes by using Probabilistic Suffix Trees, Signal Processing and Communications Applications Conference (SIU), 21.04.2010
Kerem Yildiz, Doç. Dr. Mustafa Sert |
| 43
Content-Based Classification and Segmentation of Mixed-Type Audio by Using MPEG-7 Features, 2009 FIRST INTERNATIONAL CONFERENCE ON ADVANCES IN MULTIMEDIA, 20.07.2009
Ebru Dogan, Doç. Dr. Mustafa Sert, Adnan Yazici |
| 44
Combining Structural Analysis and Computer Vision Techniques for Automatic Speech Summarization, ISM: 2008 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, 15.12.2008
Doç. Dr. Mustafa Sert, Buyurman Baykal, Adnan Yazici |
| 45
Generating expressive summaries for speech and musical audio using self-similarity clues, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings, 09.07.2006
Doç. Dr. Mustafa Sert, Buyurman Baykal, Adnan Yazici |
| 46
A robust and time-efficient fingerprinting model for musical audio, 2006 IEEE TENTH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS, PROCEEDINGS, 28.06.2006
Doç. Dr. Mustafa Sert, Buyurman Baykal, Adnan Yazici |
| 47
Web-based query engine for content-based and semantic retrieval of audio, 2004 IEEE INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS, PROCEEDINGS, 01.09.2004
Doç. Dr. Mustafa Sert, Buyurman Baykal |
| 48
An Approach to the Semantic Modeling of Audio Databases, IEEE Int'l Conf. on E-Business and Telecommunication Networks (ICETE'04), 25.08.2004
Doç. Dr. Mustafa Sert, Buyurman Baykal |
| 49
A web model for querying, storing, and processing multimedia content, Proceedings of the IASTED International Conference on Information and Knowledge Sharing, 01.01.2003
Doç. Dr. Mustafa Sert, Buyurman Baykal |
| 50
Design of a Complete Signal Analysis, Classification and Demodulation System, Proceedings of 8th IEEE Signal Processing and Communications Applications Conference (SIU 2000), 12.06.2000
Suleyman Gokhun Tanyer, Doç. Dr. Mustafa Sert, Erdi Cinar |
Editör Bilgileri |
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1
Semantic Computing and AI Transforming Knowledge into Intelligence, İlk Baskı, World Scientific Publishing, 2025
Florian Schimanke, Doç. Dr. Mustafa Sert, Chung-Hsien (Bryan) Chou |
Kitap Bölümü Bilgileri |
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2
METU-MMDS: An Intelligent Multimedia Database System for Multimodal Content Extraction and Querying, In:Lecture Notes in Computer Science (Springer-Verlag), 354-360, 2023
Adnan Yazici, Saeid Sattari, Turgay Yilmaz, Doç. Dr. Mustafa Sert, Murat Koyuncu, Elvan Gulen |
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3
Efficient Bag of Words Based Concept Extraction for Visual Object Retrieval, In:Advances in Intelligent Systems and Computing (Springer-Verlag), 389-402, 2015
Hilal Ergun, Doç. Dr. Mustafa Sert |
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4
Flexible Content Extraction and Querying for Videos, In:Lecture Notes in Computer Science (Springer-Verlag), 460-471, 2011
Utku Demir, Murat Koyuncu, Adnan Yazici, Turgay Yilmaz, Doç. Dr. Mustafa Sert |
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5
Content-Based Retrieval of Audio in News Broadcasts, In:Lecture Notes in Artificial Intelligence (Springer-Verlag), 548-559, 2009
Ebru Dogan, Doç. Dr. Mustafa Sert, Adnan Yazici |
| aaa |
| 1
Konuşma, Ses Ve Öksürük Analizi Yazılımı ile Covid-19'a Bağlı Solunum Yolu Hastalıklarının Erken Dönemde Tespiti ve Tele-Sağlık Hizmetine Entegrasyonu, Ar-Ge, Araştırmacı, 01.07.2020
Doç. Dr. Yahya Ayhan Acar, Doç. Dr. Mustafa Sert |
| 2
Kablosuz Çoklu Ortam Duyarga Ağlarında Gözetleme Uygulamaları Için Füzyon-Tabanlı Çatı Tasarımı Ve Geliştirilmesi, Ar-Ge, Araştırmacı, 15.04.2015
Prof. Dr. Adnan Yazici, Doç. Dr. Mustafa Sert, Prof. Dr. Murat Koyuncu |
| 3
Videolarda Görüntü, Ses ve Metin Verileri Kullanılarak Anlamsal Bilgi Çıkarımı, Depolanması ve Sorgulanması, Ar-Ge, Araştırmacı, 01.09.2009
Prof. Dr. Adnan Yazici, Doç. Dr. Mustafa Sert, Prof. Dr. Murat Koyuncu |
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1
Best Paper Award, 03.10.2025 IEEE Artificial Intelligence x Software Engineering |
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2
Outstanding Area Chair Award, 01.11.2024 ACM Multimedia 2024 |
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3
Best Abstract in Oral Presentation Catgory, 25.11.2021 7th Eurasian Congress on Emergency Medicine / 17th Turkish Congress on Emergency Medicine |
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4
Outstanding Reviewer Award, 07.09.2021 IEEE International Conference on Multimedia and Expo 2021 |
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5
Outstanding Reviewer Award, 07.10.2020 IEEE International Conference on Multimedia and Expo 2020 |
| 1 International Journal of Semantic Computing, Yayın Kurulu Üyeliği, 2025 |
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1
University of California, Irvine / Department of Electrical Engineering and Computer Science Doktora Sonrası |
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Classification of Lower Urinary Tract Symptoms Using Machine Learning Methods Based on Uroflowmetry Measurements Yüksek Lisans 2025 |
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Detection of Anomaly Sounds for Machine Condition Monitoring Yüksek Lisans 2025 |
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Sketch recognition with self-supervised deep learning Yüksek Lisans 2023 |
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Sound event detection on weakly labeled datasets with semi-supervised learning and fusion techniques Yüksek Lisans 2023 |
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Temporal action recognition in untrimmed videos using deep neural networks Yüksek Lisans 2023 |
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Wearable sensor-based human activity and demographic group recognition with deep learning Yüksek Lisans 2023 |
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Automated audio captioning with acoustic and semantic feature representation Doktora 2023 |
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Çevrimiçi öğrenme ortamlarında öğrenme analitiği verileri ve makine öğrenmesi kullanarak akademik başarının değerlendirilmesi Yüksek Lisans 2022 |
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Estimation of permeability values in geothermal fields with machine learning methods Yüksek Lisans 2021 |
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Ses olayı tanıma ve akustik sahne geri getirimi Yüksek Lisans 2019 |
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İnsan sağlığı takibi için giyilebilir sensör verilerinin çok kipli ve füzyon tabanlı analizi Doktora 2019 |
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Çok kipli video kavram sınıflandırması Yüksek Lisans 2018 |
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Adli uygulamalar için ses içerik analizi Yüksek Lisans 2018 |
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Sayısal video ve çizim verilerinde anlamsal kavram tanıma Yüksek Lisans 2017 |
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Video concept classification and retrieval Yüksek Lisans 2016 |
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İşitsel sahnelerin tanınması için çevresel ses analizi Yüksek Lisans 2015 |
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Ses sinyallerinde duygu tanıma ve geri erişimi Yüksek Lisans 2014 |
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Semantic classification and retrieval system for environmental sounds Yüksek Lisans 2012 |
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Content-based audio management and retrieval system for news broadcasts Yüksek Lisans 2009 |
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Düzenleyici DNA otiflerinin tahmini Yüksek Lisans 2009 |
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DERİN ÖĞRENME |
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MAKİNE ÖĞRENMEYE GİRİŞ |
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YAPAY ZEKA MÜHENDİSLİĞİNE GİRİŞ |
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NESNE YÖNELİMLİ PROGRAMLAMA |
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VERİTABANI SİSTEMLERİ |
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VERİTABANI YÖNETİM SİSTEMLERİ |
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VERİTABANI YÖNETİM SİSTEMLERİ KURAMI |
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