Analytics Insight

Python ML Interview Prep: Top 10 Questions and Answers (2026)

A clear understanding of the fundamentals of ML improves the quality of explanations in interviews. Practical knowledge of Python libraries can be a great strength in technical discussions. Knowing ...
Scientific Research Publishing

Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on Mfcc, Audio-Text Disconsistency, and Prosodic Features ()

1 Department of Computer and Instructional Technologies Education, Gazi Faculty of Education, Gazi University, Ankara, Türkiye. 2 Department of Forensic Informatics, Institute of Informatics, Gazi ...
IEEE

Research on Intelligent Evaluation of Pear Fruit Quality Based on Machine Learning

Abstract: This study proposes a PCA-machine learning fusion model to address the inefficiency and subjectivity of traditional pear quality evaluation. A standardized dataset was constructed by ...
IEEE

OFDR Machine Learning Approach with Principal Components Analysis and AutoGluon AutoML Framework for High-Precision Distributed Strain Sensing

Abstract: Optical Frequency Domain Reflectometry (OFDR) has extensive application prospects in structural health monitoring, but faces technical challenges in simultaneously achieving high-precision ...