Publications

This page lists new and selected representative publications. For the full and most up-to-date publication list, please see Google Scholar, DBLP, and ORCID.

Google Scholar • DBLP • ORCID

Recent Work

Recent Publications

Editorial

Guest Editorial: Special Issue on AIxHEART, AIxB, and AIxSE 2025

Mustafa Sert, Bryan Chou, Julienne A. Greer

International Journal of Semantic Computing, 2026

Editorial Semantic Computing AIx Conferences

MMTAT audio-text transformer architecture

Multimodal Audio-Text Transformer for Language-Based Audio Retrieval

Mustafa Sert, Chen-Yu (Phillip) Sheu

IEEE AIxDKE, 2026, pp. 50-53

Multimodal Learning Audio-Text Retrieval

AI-Detected Auditory Findings of Depression and Suicide Risk

S. Ozden, Mustafa Sert, S. Gica, O. Cinar, I. U. Bayar, A. Y. Acar, M. Ak

Brazilian Journal of Psychiatry, October 13, 2025. DOI: 10.47626/1516-4446-2025-4419

Speech Analysis Depression Suicide Risk

Using the audio signal frequencies synthesized from the process to improve the computer-numeric control machining quality in precision manufacturing

Yusuf Tansel Ic, Mustafa Sert, Baris Kececi

Journal of the Brazilian Society of Mechanical Sciences and Engineering, 47(12), 629, 2025

Audio Signal Processing Manufacturing Quality Monitoring

A machining center selection study using neural networks

Yusuf Tansel Ic, Burak Yildiz, Baris Kececi, Mustafa Sert

Neural Computing and Applications, 37(20), 15041-15078, 2025

Neural Networks Decision Support Manufacturing

Denoising autoencoder model for machine sound anomaly detection

A Hybrid Noise Perturbation-Based Denoising Autoencoder for Machine Sound Anomaly Detection

Kadir Torun, Mustafa Sert

IEEE ISM, 2025, pp. 354-357

Anomaly Detection Denoising Autoencoder Machine Sound

Forecasting Student Performance by Learning from Past and Peer Patterns

Huseyin Boran Kuscu, Erdem Veziroglu, Mustafa Sert, Yusuf Tansel Ic

IEEE AIxSE, 2025, pp. 9-13

Educational Data Learning Analytics Machine Learning

Book

Semantic Computing and AI: Transforming Knowledge into Intelligence

Florian Schimanke, Mustafa Sert, Chung-Hsien (Bryan) Chou, editors

World Scientific, 468 pages, 2025

Edited Book Semantic Computing Artificial Intelligence

Speech analysis for depression and suicidal behavior prediction visual

Examination of Speech Analysis to Predict Suicidal Behavior in Depression

S. Yunden, M. Ak, Mustafa Sert, S. Gica, O. Cinar, Y. A. Acar

European Psychiatry, Cambridge University Press, 67(S1), S57-S58, 2024

Health Speech Analysis Depression

Representative Work

Selected Publications

Wireless multimedia sensor networks visual

Visual and Auditory Data Fusion for Energy-Efficient and Improved Object Recognition in Wireless Multimedia Sensor Networks

Murat Koyuncu, Adnan Yazici, Muhsin Civelek, Ahmet Cosar, Mustafa Sert

IEEE Sensors Journal, 2019

Sensor Networks Data Fusion IoT Systems

Multimodal Vehicle Type Classification Using Convolutional Neural Network and Statistical Representations of MFCC

Berkay Selbes, Mustafa Sert

IEEE AVSS, 2017

Multimodal Classification MFCC Deep Learning

Sketch Recognition Using Transfer Learning

Mustafa Sert, Emel Boyaci

Multimedia Tools and Applications, 2019

Transfer Learning Sketch Recognition Multimedia

Early and Late Level Fusion of Deep Convolutional Neural Networks for Visual Concept Recognition

Hilal Ergun, Yusuf Caglar Akyuz, Mustafa Sert, Jianquan Liu

International Journal of Semantic Computing, 2016

Deep Learning Visual Concepts Fusion

Audio Captioning Based on Combined Audio and Semantic Embeddings

Aysegul Ozkaya Eren, Mustafa Sert

IEEE ISM, 2020

Audio Captioning Semantic Embeddings Audio-Text

Semantic multimedia information system visual

An Intelligent Multimedia Information System for Multimodal Content Extraction and Querying

Adnan Yazici, Murat Koyuncu, Turgay Yilmaz, Saeid Sattari, Mustafa Sert, Elvan Gulen

Multimedia Tools and Applications, 2018

Semantic Multimedia Content Extraction Querying

Automated Audio Captioning With Topic Modeling

Aysegul Ozkaya Eren, Mustafa Sert

IEEE Access, 2023

Audio Captioning Topic Modeling Semantic Audio

Detection of Basic Human Physical Activities With Indoor-Outdoor Information Using Sigma-Based Features and Deep Learning

Gokhan Memis, Mustafa Sert

IEEE Sensors Journal, 2019

Activity Recognition Deep Learning Sensors

Full List

Full Publication List

For the complete and up-to-date publication list, please refer to: Google Scholar, DBLP, and ORCID.