A Hybrid Multi-Strategy Differential Creative Search Optimization Algorithm and Its Applications by Yuanyuan Zhang, Longquan Yong, Yijia Chen, Jintao Yang, Mengnan Zhang

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As One and Many: Relating Individual and Emergent Group-Level Generative Models in Active Inference by Peter Thestrup Waade, Christoffer Lundbak Olesen, Jonathan Ehrenreich Laursen, Samuel William Nehrer, Conor Heins, Karl Friston, Christoph Mathys

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Optimizing Apache Spark MLlib: Predictive Performance of Large-Scale Models for Big Data Analytics by Leonidas Theodorakopoulos, Aristeidis Karras, George A. Krimpas

“…Specifically, the practical value of traditional models in optimizing Apache Spark MLlib workflows was shown, achieving up to 30% resource savings and a 25% reduction in processing time. These models enable system optimization, reduce the amount of computational overheads, and boost the overall performance of big data applications. …”
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Hardware Acceleration of Division-Free Quadrature-Based Square Rooting Approach for Near-Lossless Compression of Hyperspectral Images by Amal Altamimi, Belgacem Ben Youssef

“…These challenges are particularly critical for onboard satellite systems, where power and computational resources are limited, and real-time processing is essential. …”
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TrBot: A Turkish Deep Learning Chatbot Utilizing Seq2Seq Model by Bilal Babayigit, Habibelahi Rahmani, Mohammed Abubaker

“…In Natural Language Processing (NLP) and Artificial Intelligence (AI), chatbots, which are software programs designed to facilitate human-computer interaction through natural language, are becoming increasingly important. …”
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Simulation and Analysis of Distributed Reaction Systems by Linda Brodo, Roberto Bruni, Moreno Falaschi, Ion Petre

“…Reaction systems (RSs) are a computational framework inspired by the interplay between biochemical interactions. …”
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Cyberbullying detection of resource constrained language from social media using transformer-based approach by Syed Sihab-Us-Sakib, Md. Rashadur Rahman, Md. Shafiul Alam Forhad, Md. Atiq Aziz

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A Deep Learning-Based System for Automatic License Plate Recognition Using YOLOv12 and PaddleOCR by Bianca Buleu, Raul Robu, Ioan Filip

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A Novel Multimodal Deep Learning Approach With Loss Function for Detection of Sleep Apnea Events by Alireza Fakhim Babaei, Jafar Tanha, Mohammad Ali Balafar, Seyedehsan Roshan

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A partial sum of singular‐value‐based reconstruction method for non‐uniformly sampled NMR spectroscopy by Zhangren Tu, Zi Wang, Jiaying Zhan, Yihui Huang, Xiaofeng Du, Min Xiao, Xiaobo Qu, Di Guo

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Demystifying DFT-Based Harmonic Phase Estimation, Transformation, and Synthesis by Marco Oliveira, Vasco Santos, André Saraiva, Aníbal Ferreira

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End-to-end feature fusion for jointly optimized speech enhancement and automatic speech recognition by Mohamed Medani, Nasir Saleem, Fethi Fkih, Manal Abdullah Alohali, Hela Elmannai, Sami Bourouis

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Disentangling Reasoning Factors for Natural Language Inference by Xixi Zhou, Limin Zeng, Ziping Zhao, Jiajun Bu, Wenjie Liang, Haishuai Wang

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Categorizing Mental Stress: A Consistency-Focused Benchmarking of ML and DL Models for Multi-Label, Multi-Class Classification via Taxonomy-Driven NLP Techniques by Juswin Sajan John, Boppuru Rudra Prathap, Gyanesh Gupta, Jaivanth Melanaturu

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Enhancing FMCW Radar Gesture Classification With Physically Interpretable Data Augmentation by Alessandra Fusco, Zain Amir Zaman, Souvik Hazra, Lorenzo Servadei, Robert Wille

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A Color-Based Multispectral Imaging Approach for a Human Detection Camera by Shuji Ono

“…Our goal is to develop a human detection camera that supports real-time processing, particularly under daytime conditions and for common fabrics. …”
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Enhancing Human–Robot Interaction: Development of Multimodal Robotic Assistant for User Emotion Recognition by Sergio Garcia, Francisco Gomez-Donoso, Miguel Cazorla

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Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets by Madiha Khalid, Ali Raza, Faizan Younas, Furqan Rustam, Monica Gracia Villar, Imran Ashraf, Adnan Akhtar

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Controlled Text Generation of Lung Cancer Descriptions for Small Sample Data by Xiaochao Dang, Zhengzhang Zhao, Fenfang Li

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A hybrid rule-based NLP and machine learning approach for PII detection and anonymization in financial documents by Kushagra Mishra, Harsh Pagare, Kanhaiya Sharma

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