Baris Bayram

According to our database, Baris Bayram authored at least 15 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Contextual Anomaly Detection in Logistics and Supply Chain Management.

Ahmet Çay, Baris Bayram, Göktug Gökyilmaz, Ayse Dilara Türkmen, Alaeddin Türkmen

Proceedings of the 10th International Conference on Machine Learning Technologies, 2025

2024

An Integrated Framework for Dynamic Vehicle Routing Problems with Pick-up and Delivery Time Windows and Shared Fleet Capacity Planning.

Eyüp Tolunay Küp, Salih Cebeci, Baris Bayram, Gözde Aydin, Burçin Bozkaya, Raha Akhavan-Tabatabaei

Symmetry, April, 2024

Address Classification in E-Commerce Logistics Using Federated Learning.

Baris Bayram, Alaeddin Türkmen, Ayse Dilara Türkmen, Merve Karademir

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

2023

Lifelong Learning of Acoustic Events for Robot Audition.

Baris Bayram, Gökhan Ince

Proceedings of the IEEE/SICE International Symposium on System Integration, 2023

Employee Behavior Analysis Towards Multi-Label Classification of Customer Reviews.

Alaeddin Türkmen, Baris Bayram, Gözde Aydin

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

2022

Lifelong learning for auditory scene analysis (İşitsel sahne analizi için hayat boyu öğrenme)

Baris Bayram

PhD thesis, 2022

2021

An Incremental Class-Learning Approach with Acoustic Novelty Detection for Acoustic Event Recognition.

Baris Bayram, Gökhan Ince

Sensors, 2021

Real time detection of acoustic anomalies in industrial processes using sequential autoencoders.

Baris Bayram, Taha Berkay Duman, Gökhan Ince

Expert Syst. J. Knowl. Eng., 2021

A Machine Learning Approach to Daily Capacity Planning in E-Commerce Logistics.

Baris Bayram, Büsra Ülkü, Gözde Aydin, Raha Akhavan-Tabatabaei, Burçin Bozkaya

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings.

Ali Yesilkanat, Baris Bayram, Bilge Köroglu, Seçil Arslan

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Improving Fraud Detection and Concept Drift Adaptation in Credit Card Transactions Using Incremental Gradient Boosting Trees.

Baris Bayram, Bilge Köroglu, Mehmet Gönen

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Acoustic Anomaly Detection Using Convolutional Autoencoders in Industrial Processes.

Taha Berkay Duman, Baris Bayram, Gökhan Ince

Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

2017

Distributed face recognition system for indoor environments.

Emre Sercan Aslan, Baris Bayram, Gökhan Ince

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2015

Audio-visual human tracking for active robot perception.

Baris Bayram, Gökhan Ince

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Audio-visual multi-person tracking for active robot perception.

Baris Bayram, Gökhan Ince

Proceedings of the 2015 IEEE/SICE International Symposium on System Integration, 2015