Mustafa Sert

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 45

Top Topics

Convolutional Neural Network

Feature Selection

Facial Expressions

Top Venues

Publications

Zeynep Karkiner, Mustafa Sert
Sarcasm Detection in News Headlines with Deep Learning. SIU (2024)
Zeynep Karkiner, Begum Yaman, Begum Zengin, Feride Nursena Cavli, Mustafa Sert
ParsyBot: Chatbot for Baskent University Related FAQs. ICSC (2024)
Berkay Selbes, Mustafa Sert
Multimodal Video Captioning using Object-Auditory Information Fusion with Transformers. NarSUM@MM (2023)
Taner Gülez, Mustafa Sert
Self-Supervised Learning of Free-Hand Sketches with Bézier Curve Features. ISM (2023)
Aysegül Özkaya Eren, Mustafa Sert
Automated Audio Captioning With Topic Modeling. IEEE Access 11 (2023)
Serdar Koçak, Yusuf Tansel Iç, Mustafa Sert, Kumru Didem Atalay, Berna Dengiz
Development of a Decision Support System for Selection of Reviewers to Evaluate Research and Development Projects. Int. J. Inf. Technol. Decis. Mak. 22 (6) (2023)
Yesim Akar, Mustafa Sert
Weakly Labeled Sound Event Detection using Attention Mechanism with Teacher-Student Model. ISM (2023)
Serdar Koçak, Yusuf Tansel Iç, Kumru Didem Atalay, Mustafa Sert, Berna Dengiz
The development of a reviewer selection method: a multi-level hesitant fuzzy VIKOR and TOPSIS approaches. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Büsra Açis, Mustafa Sert, Selda Güney, Gülnur Begüm Cangöz
Detection of Fractures in Dogs' Long Bones. RADIOELEKTRONIKA (2023)
Yagmur Sahin, Mustafa Sert
Action Recognition in Videos using 3D ConvNets with Multi-head Attention. BigMM (2023)
Mustafa Sert
Exponential Moving based Features for Acoustic Scene Classification. AIKE (2022)
Ramazan Tekinarslan, Mustafa Sert
Classification of Student Success in Online Courses Using Feature Selection and Convolutional Neural Network. SIU (2022)
Aysegül Özkaya Eren, Mustafa Sert
Automated Audio Captioning using Audio Event Clues. CoRR (2022)
Aysegül Özkaya Eren, Mustafa Sert
Audio Captioning with Composition of Acoustic and Semantic Information. CoRR (2021)
Aysegül Özkaya Eren, Mustafa Sert
Audio Captioning Using Sound Event Detection. CoRR (2021)
Aysegül Özkaya Eren, Mustafa Sert
Audio Captioning with Composition of Acoustic and Semantic Information. Int. J. Semantic Comput. 15 (2) (2021)
Ali Baser, Mustafa Sert
Permeability Estimation for Natural State Modeling of Geothermal Fields with Machine Learning. INISTA (2021)
Naci Mert Ercan, Mustafa Sert
Anomaly Detection in Smart Home Environments using Convolutional Neural Network. ISM (2021)
Aysegül Özkaya Eren, Mustafa Sert
Audio Captioning using Gated Recurrent Units. CoRR (2020)
Aysegül Özkaya Eren, Mustafa Sert
Audio Captioning Based on Combined Audio and Semantic Embeddings. ISM (2020)
Mustafa Sert, Emel Boyaci
Sketch recognition using transfer learning. Multim. Tools Appl. 78 (12) (2019)
Ahmet Melih Basbug, Mustafa Sert
Analysis of Deep Neural Network Models for Acoustic Scene Classification. SIU (2019)
Ahmet Melih Basbug, Mustafa Sert
Acoustic Scene Classification Using Spatial Pyramid Pooling with Convolutional Neural Networks. ICSC (2019)
Gökhan Memis, Mustafa Sert
Classification of Obstructive Sleep Apnea using Multimodal and Sigma-based Feature Representation. SIU (2019)
Mustafa Sert, Ahmet Melih Basbug
Combining Acoustic and Semantic Similarity for Acoustic Scene Retrieval. ISM (2019)
Gokhan Memis, Mustafa Sert
Classification of Indoor-Outdoor Location using Blood Oxygen Saturation Signal. ICCE-Berlin (2018)
Adnan Yazici, Murat Koyuncu, Turgay Yilmaz, Saeid Sattari, Mustafa Sert, Elvan Gulen
An intelligent multimedia information system for multimodal content extraction and querying. Multim. Tools Appl. 77 (2) (2018)
Dogancan Sen, Mustafa Sert
Continuous valence prediction using recurrent neural networks with facial expressions and EEG signals. SIU (2018)
Gokhan Memis, Mustafa Sert
The effectiveness of feature selection methods on physical activity recognition. SIU (2018)
Gokhan Memis, Mustafa Sert, Adnan Yazici
Leveraging multimodal and feature selection approaches to improve sleep apnea classification performance. SIU (2017)
Selver Ezgi Kucukbay, Mustafa Sert, Adnan Yazici
Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks. CSCS (2017)
Emel Boyaci, Mustafa Sert
Video classification based on ConvNet collaboration and feature selection. SIU (2017)
Aysegül Özkaya Eren, Mustafa Sert
Movie rating prediction using ensemble learning and mixed type attributes. SIU (2017)
Ahmet Hayran, Mustafa Sert
Sentiment analysis on microblog data based on word embedding and fusion techniques. SIU (2017)
Berkay Selbes, Mustafa Sert
Multimodal vehicle type classification using convolutional neural network and statistical representations of MFCC. AVSS (2017)
Gokhan Memis, Mustafa Sert
Multimodal Classification of Obstructive Sleep Apnea Using Feature Level Fusion. ICSC (2017)
Emel Boyaci, Mustafa Sert
Feature-level fusion of deep convolutional neural networks for sketch recognition on smartphones. ICCE (2017)
Berkay Selbes, Mustafa Sert
Multimodal video concept classification based on convolutional neural network and audio feature combination. SIU (2017)
Hilal Ergun, Mustafa Sert
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. BigMM (2016)
Hilal Ergun, Mustafa Sert
Feature-level fusion of convolutional neural networks for visual object classification. SIU (2016)
Adnan Yazici, Saeid Sattari, Turgay Yilmaz, Mustafa Sert, Murat Koyuncu, Elvan Gulen
METU-MMDS: An Intelligent Multimedia Database System for Multimodal Content Extraction and Querying. MMM (2) (2016)
Mustafa Sert, Nukhet Aksoy
Recognizing facial expressions of emotion using action unit specific decision thresholds. ASSP4MI@ICMI (2016)
Hilal Ergun, Mustafa Sert
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. CoRR (2016)
Hilal Ergun, Yusuf Caglar Akyuz, Mustafa Sert, Jianquan Liu
Early and Late Level Fusion of Deep Convolutional Neural Networks for Visual Concept Recognition. Int. J. Semantic Comput. 10 (3) (2016)
Nukhet Aksoy, Mustafa Sert
Facial action unit detection using variable decision thresholds. SIU (2016)
Hilal Ergun, Mustafa Sert
Efficient Bag of Words Based Concept Extraction for Visual Object Retrieval. FQAS (2015)
Selver Ezgi Kucukbay, Mustafa Sert
Audio-based event detection in office live environments using optimized MFCC-SVM approach. ICSC (2015)
Ernur Sonat Erdem, Mustafa Sert
Efficient Recognition of Human Emotional States from Audio Signals. ISM (2014)
Mustafa Sert, Hilal Ergiin
Video scene classification using spatial pyramid based features. SIU (2014)
Cigdem Okuyucu, Mustafa Sert, Adnan Yazici
Environmental sound classification using spectral and harmonic feature combination. SIU (2013)
Cigdem Okuyucu, Mustafa Sert, Adnan Yazici
Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds. ISM (2013)
Ebru Dogan, Mustafa Sert, Adnan Yazici
A flexible and scalable audio information retrieval system for mixed-type audio signals. Int. J. Intell. Syst. 26 (10) (2011)
Utku Demir, Murat Koyuncu, Adnan Yazici, Turgay Yilmaz, Mustafa Sert
Flexible Content Extraction and Querying for Videos. FQAS (2011)
Ebru Dogan, Mustafa Sert, Adnan Yazici
Content-Based Retrieval of Audio in News Broadcasts. FQAS (2009)
Ebru Dogan, Mustafa Sert, Adnan Yazici
Content-Based Classification and Segmentation of Mixed-Type Audio by Using MPEG-7 Features. MMEDIA (2009)
Mustafa Sert, Buyurman Baykal, Adnan Yazici
Combining Structural Analysis and Computer Vision Techniques for Automatic Speech Summarization. ISM (2008)
Mustafa Sert, Buyurman Baykal, Adnan Yazici
Generating Expressive Summaries for Speech and Musical Audio using Self-Similarity Clues. ICME (2006)
Mustafa Sert, Buyurman Baykal, Adnan Yazici
Structural and Semantic Modeling of Audio for Content-Based Querying and Browsing. FQAS (2006)
Mustafa Sert, Buyurman Baykal
An Approach to the Semantic Modeling of Audio Databases. ICETE (3) (2004)