Parallel Processing of Sobel Edge Detection on FPGA: Enhancing Real-Time Image Analysis by Sanmugasundaram Ravichandran, Hui-Kai Su, Wen-Kai Kuo, Dileepan Dhanasekaran, Manikandan Mahalingam, Jui-Pin Yang

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Detecting Fake Reviews Using Aspect-Based Sentiment Analysis and Graph Convolutional Networks by Prathana Phukon, Petros Potikas, Katerina Potika

“…We present an aspect-based sentiment analysis approach, referred to as FakeDetectionGCN, to distinguish genuine feedback from deceptive content. …”
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Honey Adulteration Detection via Ultraviolet–Visible Spectral Investigation Coupled with Chemometric Analysis by Elisabeta-Irina Geană, Raluca Isopescu, Corina-Teodora Ciucure, Cristiana Luminița Gîjiu, Ana Maria Joșceanu

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Concrete Structure Identification and Damage Detection Based on Genetic Algorithm Combined with Cluster Analysis by Xukai Ren, Ke Wang, Xiaofang Han, JingYi Zhang

“…To improve the accuracy of concrete structure identification and damage detection, this study uses acoustic emission technology to obtain various waveform parameter features in the structure. …”
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Machine Learning Models for DDoS Detection in Software-Defined Networking: A Comparative Analysis by Ferdiansyah Ferdiansyah, Darius Antoni, Muhammad Valdo, Mikko Mikko, Chairul Mukmin, Usman Ependi

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A Data-Driven Comparative Analysis of Machine-Learning Models for Familial Hypercholesterolemia Detection by Tomasz Kocejko

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Bimodal data analysis for early detection of lameness in dairy cows using artificial intelligence by Yashan Dhaliwal, Hangqing Bi, Suresh Neethirajan

“…To address the urgent need for early detection, we introduce a novel bimodal artificial intelligence (AI) framework that leverages both facial biometric data and accelerometer-based movement metrics. …”
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Detecting faults in electronic combustion engine control systems by acoustic parameters by V. D. Gabidulin, V. N. Dobromirov

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Remote Sensing Surveillance Using Multilevel Feature Fusion and Deep Neural Network by Laiba Zahoor, Haifa F. Alhasson, Mohammed Alnusayri, Mohammed Alatiyyah, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu

“…The extracted features are optimized by using quadratic discriminant analysis. …”
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Detecting Clinically Significant Prostate Cancer in PI-RADS 3 Lesions Using T2w-Derived Radiomics Feature Maps in 3T Prostate MRI by Laura J. Jensen, Damon Kim, Thomas Elgeti, Ingo G. Steffen, Lars-Arne Schaafs, Matthias Haas, Lukas J. Kurz, Bernd Hamm, Sebastian N. Nagel

“…The purpose of this study was to evaluate if feature maps calculated from T2-weighted (T2w) 3 Tesla (3T) MRI can help detect csPCa in PI-RADS category 3 lesions. …”
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Listening deeper: neural networks unravel acoustic features in preterm infant crying by Yuta Shinya, Taiji Ueno, Masahiko Kawai, Fusako Niwa, Seiichi Tomotaki, Masako Myowa

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Sentimental analysis based federated learning privacy detection in fake web recommendations using blockchain model by Jitendra Kumar Samriya, Amit Kumar, Ashok Bhansali, Meena Malik, Varsha Arya, Wadee Alhalabi, Bassma Saleh Alsulami, Brij B. Gupta

“…This research explores the application of blockchain technology and sentiment analysis to create a privacy-focused system for detecting and analyzing fake web recommendations. …”
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Whole-genome sequencing of rough Brucella melitensis in China provides insights into its genetic features by Xiaowen Yang, Dongri Piao, Lingling Mao, Bo Pang, Hongyan Zhao, Guozhong Tian, Hai Jiang, Biao Kan

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Molecular Detection of Feline Panleukopenia Virus From Clinical Cases in India by P. Saranraj, M. Manigandan, R. Nisha, L. Yuvalakshmi

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Leveraging K-Means Clustering and Z-Score for Anomaly Detection in Bitcoin Transactions by Jinish Patel, Joseph Reiner, Brenden Stilwell, Abdullah Wahbeh, Raed Seetan

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ANN-SVM-IP: An Innovative Method for Rapidly and Efficiently Detecting and Classifying of External Defects of Apple Fruits by Nashaat M. Hussain Hassan, Mohamed M. Hassan Mahmoud, Mohamed A. Ismeil, M. Mourad Mabrook, A. A. Donkol, A. M. Mabrouk

“…In addition to relying on a large database of more than 21,000 diverse images, it makes the proposed approach promising and feasible for practical applications.INDEX TERMS SVM algorithm, ANN algorithms, features extraction, adjusting of variables, detecting of apple fruits, classification of apple, training and testing.…”
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Analysis of satellite big data requirements in numerical weather prediction by Hequn YANG, Xiaofeng WANG, Yanqing GAO, Yiwen LU, Bingxin MA, Xinyao WANG

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Multibranch Network for Addressing Intraclass Variation in Remote Sensing Building Detection by Ryuhei Hamaguchi

“…This article presents multibranch network architecture for addressing the problem of large intraclass variation in building detection task. Previous methods solved the problem by learning single structured and shared feature space with regularization. …”
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Early detection of triple-negative breast cancer: evidence of a favourable prognostic impact in a comparative analysis of screen-detected versus symptomatic cases by Isabella Castellano, Stefano Rousset, Denise Casella, Giulia Capella, Fulvio Borella, Martina Di Rosa, Paola Cassoni, Alberto Catalano, Gianluigi Ferrante, Livia Giordano

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Experimental Investigations to Study the Effectiveness of Cepstral Features to Detect Surface Fatigue Wear Development in a FZG Spur Geared System Subjected to Accelerated Tests by Muniyappa AMARNATH, I.R. PRAVEEN KRISHNA, Ramalingam KRISHNAMURTHY

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