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Books and Theses
- 2006
[b1]Mustafa Sert:
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). Gazi University, Turkey, 2006
Journal Articles
- 2023
- [j8]Aysegül Özkaya Eren
, Mustafa Sert:
Automated Audio Captioning With Topic Modeling. IEEE Access 11: 4983-4991 (2023) - [j7]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): 1991-2020 (2023) - [j6]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): 3275-3302 (2023) - 2021
- [j5]Aysegül Özkaya Eren, Mustafa Sert:
Audio Captioning with Composition of Acoustic and Semantic Information. Int. J. Semantic Comput. 15(2): 143-160 (2021) - 2019
- [j4]Mustafa Sert, Emel Boyaci:
Sketch recognition using transfer learning. Multim. Tools Appl. 78(12): 17095-17112 (2019) - 2018
- [j3]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): 2225-2260 (2018) - 2016
- [j2]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): 379-398 (2016) - 2011
- [j1]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): 952-970 (2011)
Conference and Workshop Papers
- 2024
- [c46]Zeynep Karkiner, Begum Yaman, Begum Zengin, Feride Nursena Cavli, Mustafa Sert:
ParsyBot: Chatbot for Baskent University Related FAQs. ICSC 2024: 168-175 - [c45]Zeynep Karkiner, Mustafa Sert:
Sarcasm Detection in News Headlines with Deep Learning. SIU 2024: 1-4 - 2023
- [c44]Yagmur Sahin, Mustafa Sert:
Action Recognition in Videos using 3D ConvNets with Multi-head Attention. BigMM 2023: 72-77 - [c43]Taner Gülez, Mustafa Sert:
Self-Supervised Learning of Free-Hand Sketches with Bézier Curve Features. ISM 2023: 168-171 - [c42]Yesim Akar, Mustafa Sert:
Weakly Labeled Sound Event Detection using Attention Mechanism with Teacher-Student Model. ISM 2023: 186-192 - [c41]Berkay Selbes, Mustafa Sert:
Multimodal Video Captioning using Object-Auditory Information Fusion with Transformers. NarSUM@MM 2023: 51-56 - [c40]Büsra Açis, Mustafa Sert, Selda Güney, Gülnur Begüm Cangöz:
Detection of Fractures in Dogs' Long Bones. RADIOELEKTRONIKA 2023: 1-6 - 2022
- [c39]Mustafa Sert:
Exponential Moving based Features for Acoustic Scene Classification. AIKE 2022: 40-44 - [c38]Ramazan Tekinarslan, Mustafa Sert:
Classification of Student Success in Online Courses Using Feature Selection and Convolutional Neural Network. SIU 2022: 1-4 - 2021
- [c37]Ali Baser, Mustafa Sert:
Permeability Estimation for Natural State Modeling of Geothermal Fields with Machine Learning. INISTA 2021: 1-5 - [c36]Naci Mert Ercan, Mustafa Sert:
Anomaly Detection in Smart Home Environments using Convolutional Neural Network. ISM 2021: 27-30 - 2020
- [c35]Aysegül Özkaya Eren, Mustafa Sert:
Audio Captioning Based on Combined Audio and Semantic Embeddings. ISM 2020: 41-48 - 2019
- [c34]Mustafa Sert, Ahmet Melih Basbug:
Combining Acoustic and Semantic Similarity for Acoustic Scene Retrieval. ISM 2019: 156-159 - [c33]Ahmet Melih Basbug, Mustafa Sert:
Acoustic Scene Classification Using Spatial Pyramid Pooling with Convolutional Neural Networks. ICSC 2019: 128-131 - [c32]Ahmet Melih Basbug, Mustafa Sert:
Analysis of Deep Neural Network Models for Acoustic Scene Classification. SIU 2019: 1-4 - [c31]Gökhan Memis, Mustafa Sert:
Classification of Obstructive Sleep Apnea using Multimodal and Sigma-based Feature Representation. SIU 2019: 1-4 - 2018
- [c30]Gokhan Memis, Mustafa Sert:
Classification of Indoor-Outdoor Location using Blood Oxygen Saturation Signal. ICCE-Berlin 2018: 1-2 - [c29]Gokhan Memis, Mustafa Sert:
The effectiveness of feature selection methods on physical activity recognition. SIU 2018: 1-4 - [c28]Dogancan Sen, Mustafa Sert:
Continuous valence prediction using recurrent neural networks with facial expressions and EEG signals. SIU 2018: 1-4 - 2017
- [c27]Berkay Selbes, Mustafa Sert:
Multimodal vehicle type classification using convolutional neural network and statistical representations of MFCC. AVSS 2017: 1-6 - [c26]Selver Ezgi Küçükbay, Mustafa Sert, Adnan Yazici:
Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks. CSCS 2017: 207-212 - [c25]Emel Boyaci, Mustafa Sert:
Feature-level fusion of deep convolutional neural networks for sketch recognition on smartphones. ICCE 2017: 466-467 - [c24]Gokhan Memis, Mustafa Sert:
Multimodal Classification of Obstructive Sleep Apnea Using Feature Level Fusion. ICSC 2017: 85-88 - [c23]Emel Boyaci, Mustafa Sert:
Video classification based on ConvNet collaboration and feature selection. SIU 2017: 1-4 - [c22]Aysegül Özkaya Eren, Mustafa Sert:
Movie rating prediction using ensemble learning and mixed type attributes. SIU 2017: 1-4 - [c21]Ahmet Hayran, Mustafa Sert:
Sentiment analysis on microblog data based on word embedding and fusion techniques. SIU 2017: 1-4 - [c20]Gokhan Memis, Mustafa Sert, Adnan Yazici:
Leveraging multimodal and feature selection approaches to improve sleep apnea classification performance. SIU 2017: 1-4 - [c19]Berkay Selbes, Mustafa Sert:
Multimodal video concept classification based on convolutional neural network and audio feature combination. SIU 2017: 1-4 - 2016
- [c18]Hilal Ergun, Mustafa Sert:
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. BigMM 2016: 210-213 - [c17]Mustafa Sert, Nukhet Aksoy:
Recognizing facial expressions of emotion using action unit specific decision thresholds. ASSP4MI@ICMI 2016: 16-21 - [c16]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: 354-360 - [c15]Hilal Ergun, Mustafa Sert:
Feature-level fusion of convolutional neural networks for visual object classification. SIU 2016: 2173-2176 - [c14]Nukhet Aksoy, Mustafa Sert:
Facial action unit detection using variable decision thresholds. SIU 2016: 2185-2188 - 2015
- [c13]Hilal Ergun, Mustafa Sert:
Efficient Bag of Words Based Concept Extraction for Visual Object Retrieval. FQAS 2015: 389-402 - [c12]Selver Ezgi Küçükbay, Mustafa Sert:
Audio-based event detection in office live environments using optimized MFCC-SVM approach. ICSC 2015: 475-480 - 2014
- [c11]Ernur Sonat Erdem, Mustafa Sert:
Efficient Recognition of Human Emotional States from Audio Signals. ISM 2014: 139-142 - [c10]Mustafa Sert, Hilal Ergiin:
Video scene classification using spatial pyramid based features. SIU 2014: 1946-1949 - 2013
- [c9]Cigdem Okuyucu, Mustafa Sert, Adnan Yazici:
Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds. ISM 2013: 125-132 - [c8]Cigdem Okuyucu, Mustafa Sert, Adnan Yazici:
Environmental sound classification using spectral and harmonic feature combination. SIU 2013: 1-4 - 2011
- [c7]Utku Demir, Murat Koyuncu, Adnan Yazici, Turgay Yilmaz, Mustafa Sert:
Flexible Content Extraction and Querying for Videos. FQAS 2011: 460-471 - 2009
- [c6]Ebru Dogan, Mustafa Sert, Adnan Yazici:
Content-Based Retrieval of Audio in News Broadcasts. FQAS 2009: 548-559 - [c5]Ebru Dogan, Mustafa Sert, Adnan Yazici:
Content-Based Classification and Segmentation of Mixed-Type Audio by Using MPEG-7 Features. MMEDIA 2009: 152-157 - 2008
- [c4]Mustafa Sert, Buyurman Baykal, Adnan Yazici:
Combining Structural Analysis and Computer Vision Techniques for Automatic Speech Summarization. ISM 2008: 515-520 - 2006
- [c3]Mustafa Sert, Buyurman Baykal, Adnan Yazici:
Structural and Semantic Modeling of Audio for Content-Based Querying and Browsing. FQAS 2006: 319-330 - [c2]Mustafa Sert, Buyurman Baykal, Adnan Yazici:
Generating Expressive Summaries for Speech and Musical Audio using Self-Similarity Clues. ICME 2006: 941-944 - 2004
- [c1]Mustafa Sert, Buyurman Baykal:
An Approach to the Semantic Modeling of Audio Databases. ICETE (3) 2004: 385-392
Informal and Other Publications
- 2022
- [i5]Aysegül Özkaya Eren, Mustafa Sert:
Automated Audio Captioning using Audio Event Clues. CoRR abs/2204.08567 (2022) - 2021
- [i4]Aysegül Özkaya Eren, Mustafa Sert:
Audio Captioning with Composition of Acoustic and Semantic Information. CoRR abs/2105.06355 (2021) - [i3]Aysegül Özkaya Eren, Mustafa Sert:
Audio Captioning Using Sound Event Detection. CoRR abs/2110.01210 (2021) - 2020
- [i2]Aysegül Özkaya Eren, Mustafa Sert:
Audio Captioning using Gated Recurrent Units. CoRR abs/2006.03391 (2020) - 2016
- [i1]Hilal Ergun, Mustafa Sert:
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification. CoRR abs/1608.01866 (2016)
Coauthor Index
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