Vol. 3 (2025): International Conference on Intelligent Systems and New Applications (ICISNA'25)

Proceedings Paper

• 

  An Intelligent Multi-Algorithm Integration Framework for Automated M&A Decision Support in Technology-Intensive Industries

  Blerim Zylfiu

  1-7

  • PDF
• 

  Computer Vision-Based Behavior Analysis for Workplace Efficiency: Bakery Environment Application

  Cengiz Samet TEPE, Ilkay CINAR

  8-13

  • PDF
• 

  Comparative Evaluation of Multi-Criteria Decision-Making Methods in the Online-CADCOM Platform

  Lavdim Menxhiqi

  14-22

  • PDF
• 

  Deep Learning Methods for The Classification of Turkish Music Genres

  Muhammed EMINOGLU, Murat KOKLU

  23-30

  • PDF
• 

  Evaluation of CNN Models for Multi-Class Gear Fault Detection Using Waveform Images

  Mucahid Mustafa Saritas, Oya Kilci, Murat Koklu

  31-40

  • PDF
• 

  ReAct Modular Agent: Orchestrating Tool-Use and Retrieval for Financial Workflows

  Armando Hernandez, Victor Sabbia, Santiago Perez

  41-50

  • PDF
• 

  An Explainable Deep Learning Framework for Agtron-Based Coffee Roast Classification Using Grad-CAM

  Havva Hazel ARAS, Yusuf ERYESIL, Murat KOKLU

  51-57

  • PDF
• 

  Deep Learning–Based Detection of Skin Lesions Using CNNs and Grad-CAM Visualization

  Negin Amirzadeh

  58-63

  • PDF
• 

  An Intelligent Ann-Based Framework for Predicting Employee Attrition in Imbalanced Data Scenarios

  Esmael Ahmed, Kedir Abdu, Mohammed Omer, Tigist Mintesnot

  64-79

  • PDF
• 

  Edge-Intelligent Biosensing Systems with Dual Optimization of Signal Processing and Energy Management

  Yevheniia Babenko

  80-84

  • PDF