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Yayın ve Akademik Faaliyet Özeti

18
Makale
385
Atıf
50
Bildiri
5
Kitap
3
Proje
5
Ödül
1
Dergi Görevi
1
Yurt Dışı
20
Tez
İndekslere Göre Yayın Sayıları
4 indeks
12
SCI-E
3
SCOPUS
2
TR Dizin
1
ESCI
Makale Bilgileri
3
Sena Ozden, Doç. Dr. Mustafa Sert, Sakir Gica, Orhan Cinar, Irmak Uzun Bayar
4
Sena Yunden, Mehmet Ak, Doç. Dr. Mustafa Sert, Sakir Gica, Orhan Cinar
14
Adnan Yazici, Murat Koyuncu, Turgay Yilmaz, Saeid Sattari, Doç. Dr. Mustafa Sert
18
Digital Modulation and Classification of Baseband Signals Using TMS320C6701 DSP, Technology, 7(1), 2004 ULAKBİM TR DİZİN
Abdullah Cavusoglu, Doç. Dr. Mustafa Sert
1
Sarcasm Detection in News Headlines with Deep Learning
2024 32nd Signal Processing and Communications Applications Conference (SIU) · 15.05.2024
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
4
Self-Supervised Learning of Free-Hand Sketches with Bézier Curve Features
2023 IEEE International Symposium on Multimedia (ISM) · 11.12.2023
5
Action Recognition in Videos using 3D ConvNets with Multi-head Attention
2023 IEEE International Conference on Multimedia Big Data (BigMM) · 11.12.2023
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
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
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
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
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
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
21
The Effectiveness of Feature Selection Methods on Physical Activity Recognition
IEEE 26th Signal Processing and Communications Applications Conference (SIU) · 02.05.2018
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
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
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
30
Multimodal Classification of Obstructive Sleep Apnea using Feature Level Fusion
2017 11TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC) · 30.01.2017
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
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
33
Feature-level Fusion of Convolutional Neural Networks for Visual Object Classification
2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) · 16.05.2016
34
Facial Action Unit Detection using Variable Decision Thresholds
2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) · 16.05.2016
35
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification
2016 IEEE SECOND INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM) · 20.04.2016
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
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
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
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
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
3
Efficient Bag of Words Based Concept Extraction for Visual Object Retrieval
In: Advances in Intelligent Systems and Computing (Springer-Verlag), 389-402, 2015
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
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
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
1
Best Paper Award, 03.10.2025
IEEE Artificial Intelligence x Software Engineering
2
Outstanding Area Chair Award, 01.11.2024
ACM Multimedia 2024
3
Best Abstract in Oral Presentation Catgory, 25.11.2021
7th Eurasian Congress on Emergency Medicine / 17th Turkish Congress on Emergency Medicine
4
Outstanding Reviewer Award, 07.09.2021
IEEE International Conference on Multimedia and Expo 2021
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
1
University of California, Irvine / Department of Electrical Engineering and Computer Science
Doktora Sonrası
1
Classification of Lower Urinary Tract Symptoms Using Machine Learning Methods Based on Uroflowmetry Measurements
Yüksek Lisans · 2025
2
Detection of Anomaly Sounds for Machine Condition Monitoring
Yüksek Lisans · 2025
3
Sketch recognition with self-supervised deep learning
Yüksek Lisans · 2023
4
Sound event detection on weakly labeled datasets with semi-supervised learning and fusion techniques
Yüksek Lisans · 2023
5
Temporal action recognition in untrimmed videos using deep neural networks
Yüksek Lisans · 2023
6
Wearable sensor-based human activity and demographic group recognition with deep learning
Yüksek Lisans · 2023
7
Automated audio captioning with acoustic and semantic feature representation
Doktora · 2023
8
Çevrimiçi öğrenme ortamlarında öğrenme analitiği verileri ve makine öğrenmesi kullanarak akademik başarının değerlendirilmesi
Yüksek Lisans · 2022
9
Estimation of permeability values in geothermal fields with machine learning methods
Yüksek Lisans · 2021
10
Ses olayı tanıma ve akustik sahne geri getirimi
Yüksek Lisans · 2019
11
İnsan sağlığı takibi için giyilebilir sensör verilerinin çok kipli ve füzyon tabanlı analizi
Doktora · 2019
12
Çok kipli video kavram sınıflandırması
Yüksek Lisans · 2018
13
Adli uygulamalar için ses içerik analizi
Yüksek Lisans · 2018
14
Sayısal video ve çizim verilerinde anlamsal kavram tanıma
Yüksek Lisans · 2017
15
Video concept classification and retrieval
Yüksek Lisans · 2016
16
İşitsel sahnelerin tanınması için çevresel ses analizi
Yüksek Lisans · 2015
17
Ses sinyallerinde duygu tanıma ve geri erişimi
Yüksek Lisans · 2014
18
Semantic classification and retrieval system for environmental sounds
Yüksek Lisans · 2012
19
Content-based audio management and retrieval system for news broadcasts
Yüksek Lisans · 2009
20
Düzenleyici DNA otiflerinin tahmini
Yüksek Lisans · 2009