An Approach to the Semantic Modeling of Audio Databases. - Mustafa Sert; Buyurman Baykal (ICETE (3), 2004)

Structural and Semantic Modeling of Audio for Content-Based Querying and Browsing. - Mustafa Sert; Buyurman Baykal; Adnan Yazici (FQAS, 2006)

Generating Expressive Summaries for Speech and Musical Audio using Self-Similarity Clues. - Mustafa Sert; Buyurman Baykal; Adnan Yazici (ICME, 2006)

İçerik tabanlı sorgu ve tarama için yapısal ve anlamsal ses içerik analizi (Structural and semantic analysis of audio content for content-based querying and browsing) - Mustafa Sert (2006)

Combining Structural Analysis and Computer Vision Techniques for Automatic Speech Summarization. - Mustafa Sert; Buyurman Baykal; Adnan Yazici (ISM, 2008)

Content-Based Retrieval of Audio in News Broadcasts. - Ebru Dogan; Mustafa Sert; Adnan Yazici (FQAS, 2009)

Content-Based Classification and Segmentation of Mixed-Type Audio by Using MPEG-7 Features. - Ebru Dogan; Mustafa Sert; Adnan Yazici (MMEDIA, 2009)

Flexible Content Extraction and Querying for Videos. - Utku Demir; Murat Koyuncu; Adnan Yazici; Turgay Yilmaz; Mustafa Sert (FQAS, 2011)

A flexible and scalable audio information retrieval system for mixed-type audio signals. - Ebru Dogan; Mustafa Sert; Adnan Yazici (Int. J. Intell. Syst., 2011)

Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds. - Cigdem Okuyucu; Mustafa Sert; Adnan Yazici (ISM, 2013)

Environmental sound classification using spectral and harmonic feature combination. - Cigdem Okuyucu; Mustafa Sert; Adnan Yazici (SIU, 2013)

Efficient Recognition of Human Emotional States from Audio Signals. - Ernur Sonat Erdem; Mustafa Sert (ISM, 2014)

Video scene classification using spatial pyramid based features. - Mustafa Sert; Hilal Ergiin (SIU, 2014)

Efficient Bag of Words Based Concept Extraction for Visual Object Retrieval. - Hilal Ergun; Mustafa Sert (FQAS, 2015)

Audio-based event detection in office live environments using optimized MFCC-SVM approach. - Selver Ezgi Küçükbay; Mustafa Sert (ICSC, 2015)

Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. - Hilal Ergun; Mustafa Sert (BigMM, 2016)

Recognizing facial expressions of emotion using action unit specific decision thresholds. - Mustafa Sert; Nukhet Aksoy (ASSP4MI@ICMI, 2016)

METU-MMDS: An Intelligent Multimedia Database System for Multimodal Content Extraction and Querying. - Adnan Yazici; Saeid Sattari; Turgay Yilmaz; Mustafa Sert; Murat Koyuncu; Elvan Gulen (MMM (2), 2016)

Facial action unit detection using variable decision thresholds. - Nukhet Aksoy; Mustafa Sert (SIU, 2016)

Feature-level fusion of convolutional neural networks for visual object classification. - Hilal Ergun; Mustafa Sert (SIU, 2016)

Early and Late Level Fusion of Deep Convolutional Neural Networks for Visual Concept Recognition. - Hilal Ergun; Yusuf Caglar Akyuz; Mustafa Sert; Jianquan Liu (Int. J. Semantic Comput., 2016)

Multimodal vehicle type classification using convolutional neural network and statistical representations of MFCC. - Berkay Selbes; Mustafa Sert (AVSS, 2017)

Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks. - Selver Ezgi Küçükbay; Mustafa Sert; Adnan Yazici (CSCS, 2017)

Feature-level fusion of deep convolutional neural networks for sketch recognition on smartphones. - Emel Boyaci; Mustafa Sert (ICCE, 2017)

Multimodal Classification of Obstructive Sleep Apnea Using Feature Level Fusion. - Gokhan Memis; Mustafa Sert (ICSC, 2017)

Video classification based on ConvNet collaboration and feature selection. - Emel Boyaci; Mustafa Sert (SIU, 2017)

Movie rating prediction using ensemble learning and mixed type attributes. - Aysegül Özkaya Eren; Mustafa Sert (SIU, 2017)

Sentiment analysis on microblog data based on word embedding and fusion techniques. - Ahmet Hayran; Mustafa Sert (SIU, 2017)

Leveraging multimodal and feature selection approaches to improve sleep apnea classification performance. - Gokhan Memis; Mustafa Sert; Adnan Yazici (SIU, 2017)

Multimodal video concept classification based on convolutional neural network and audio feature combination. - Berkay Selbes; Mustafa Sert (SIU, 2017)

Classification of Indoor-Outdoor Location using Blood Oxygen Saturation Signal. - Gokhan Memis; Mustafa Sert (ICCE-Berlin, 2018)

The effectiveness of feature selection methods on physical activity recognition. - Gokhan Memis; Mustafa Sert (SIU, 2018)

Continuous valence prediction using recurrent neural networks with facial expressions and EEG signals. - Dogancan Sen; Mustafa Sert (SIU, 2018)

An intelligent multimedia information system for multimodal content extraction and querying. - Adnan Yazici; Murat Koyuncu; Turgay Yilmaz; Saeid Sattari; Mustafa Sert; Elvan Gulen (Multim. Tools Appl., 2018)

Combining Acoustic and Semantic Similarity for Acoustic Scene Retrieval. - Mustafa Sert; Ahmet Melih Basbug (ISM, 2019)

Acoustic Scene Classification Using Spatial Pyramid Pooling with Convolutional Neural Networks. - Ahmet Melih Basbug; Mustafa Sert (ICSC, 2019)

Analysis of Deep Neural Network Models for Acoustic Scene Classification. - Ahmet Melih Basbug; Mustafa Sert (SIU, 2019)

Classification of Obstructive Sleep Apnea using Multimodal and Sigma-based Feature Representation. - Gökhan Memis; Mustafa Sert (SIU, 2019)

Sketch recognition using transfer learning. - Mustafa Sert; Emel Boyaci (Multim. Tools Appl., 2019)

Audio Captioning Based on Combined Audio and Semantic Embeddings. - Aysegül Özkaya Eren; Mustafa Sert (ISM, 2020)

Audio Captioning using Gated Recurrent Units. - Aysegül Özkaya Eren; Mustafa Sert (CoRR, 2020)

Permeability Estimation for Natural State Modeling of Geothermal Fields with Machine Learning. - Ali Baser; Mustafa Sert (INISTA, 2021)

Anomaly Detection in Smart Home Environments using Convolutional Neural Network. - Naci Mert Ercan; Mustafa Sert (ISM, 2021)

Audio Captioning Using Sound Event Detection. - Aysegül Özkaya Eren; Mustafa Sert (CoRR, 2021)

Audio Captioning with Composition of Acoustic and Semantic Information. - Aysegül Özkaya Eren; Mustafa Sert (Int. J. Semantic Comput., 2021)

Exponential Moving based Features for Acoustic Scene Classification. - Mustafa Sert (AIKE, 2022)

Classification of Student Success in Online Courses Using Feature Selection and Convolutional Neural Network. - Ramazan Tekinarslan; Mustafa Sert (SIU, 2022)

Automated Audio Captioning using Audio Event Clues. - Aysegül Özkaya Eren; Mustafa Sert (CoRR, 2022)

Action Recognition in Videos using 3D ConvNets with Multi-head Attention. - Yagmur Sahin; Mustafa Sert (BigMM, 2023)

Weakly Labeled Sound Event Detection using Attention Mechanism with Teacher-Student Model. - Yesim Akar; Mustafa Sert (ISM, 2023)

Self-Supervised Learning of Free-Hand Sketches with Bézier Curve Features. - Taner Gülez; Mustafa Sert (ISM, 2023)

Multimodal Video Captioning using Object-Auditory Information Fusion with Transformers. - Berkay Selbes; Mustafa Sert (NarSUM@MM, 2023)

Detection of Fractures in Dogs' Long Bones. - Büsra Açis; Mustafa Sert; Selda Güney; Gülnur Begüm Cangöz (RADIOELEKTRONIKA, 2023)

Automated Audio Captioning With Topic Modeling. - Aysegül Özkaya Eren; Mustafa Sert (IEEE Access, 2023)

The development of a reviewer selection method: a multi-level hesitant fuzzy VIKOR and TOPSIS approaches. - Serdar Koçak; Yusuf Tansel Iç; Kumru Didem Atalay; Mustafa Sert; Berna Dengiz (J. Ambient Intell. Humaniz. Comput., 2023)

Development of a Decision Support System for Selection of Reviewers to Evaluate Research and Development Projects. - Serdar Koçak; Yusuf Tansel Iç; Mustafa Sert; Kumru Didem Atalay; Berna Dengiz (Int. J. Inf. Technol. Decis. Mak., 2023)

ParsyBot: Chatbot for Baskent University Related FAQs. - Zeynep Karkiner; Begum Yaman; Begum Zengin; Feride Nursena Cavli; Mustafa Sert (ICSC, 2024)

Sarcasm Detection in News Headlines with Deep Learning. - Zeynep Karkiner; Mustafa Sert (SIU, 2024)

A machining center selection study using neural networks. - Yusuf Tansel Iç; Burak Yildiz; Baris Keçeci; Mustafa Sert (Neural Comput. Appl., 2025)