A review: Multi-Objective Algorithm for Community Detection in Complex Social Networks by Mariwan Wahid Ahmed, Kamaran Faraj

“…Which are analyzed by 15 different approaches in order to choose from works published during the period 2019–2024. These strengths and limitations of various MOAs are reviewed with a comparative analysis to provide insights into both the effectiveness and computational efficiency of these methods. …”
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Simulation and Visualisation of Traditional Craft Actions by Xenophon Zabulis, Andriani Stamou, Ioanna Demeridou, Panagiotis Koutlemanis, Polykarpos Karamaounas, Vasileios Papageridis, Nikolaos Partarakis

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A lightweight and explainable CNN model for empowering plant disease diagnosis by Chiranjit Pal, Swastik Karmakar, Imon Mukherjee, Partha Pratim Chakrabarti

“…The cross-domain validation rate (CDVR) is computed to assess its cross-domain adaptability, with the model showing competitive results compared to other pre-trained models. …”
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A systematic review of data and models for predicting food flavor and texture by Michael Gunning, Ilias Tagkopoulos

“…Texture prediction has seen comparatively less research interest but may prove to be impactful in food quality control pipelines, although more work is needed in creating robust food texture datasets. …”
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Intent-driven network automation through sustainable multimodal generative AI by Kostis Trantzas, Dimitrios Brodimas, Besiana Agko, Georgios Christos Tziavas, Christos Tranoris, Spyros Denazis, Alexios Birbas

“…Therefore, several state-of-the-art online and locally deployed models are compared. The ultimate motivation of this work is to validate the feasibility and accuracy of the proposed framework, promoting sustainability through minimal resource consumption and cost efficiency. …”
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Unraveling the Nexus of ML and 6G: Challenges, Opportunities, and Future Directions by Mohammed Anis Oukebdane, A. F. M. Shahen Shah, Abul Kalam Azad, John Ekoru, Milka Madahana

“…Researchers and professionals aiming to create strong, ML-driven wireless infrastructures beyond 5G find basic reference in this work.…”
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Big Data-Driven 3D Visualization Analysis System for Promoting Regional-Scale Digital Geological Exploration by Yiping Tian, Jiongqi Wu, Genshen Chen, Gang Liu, Xialin Zhang

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Performance Evaluation of YOLOv11 and YOLOv12 Deep Learning Architectures for Automated Detection and Classification of Immature Macauba (<i>Acrocomia aculeata</i>) Fruits by David Ribeiro, Dennis Tavares, Eduardo Tiradentes, Fabio Santos, Demostenes Rodriguez

“…The public release of the VIC01 dataset and trained weights ensures reproducibility and supports future research. Our results underscore the importance of selecting architectures based on application-specific requirements, balancing detection accuracy, background discrimination, and computational constraints. …”
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Converter-Based Supercapacitor Emulator for Photovoltaic Applications by Paychuda Kritprajun, Leon M. Tolbert, Elizabeth Sutton, Yunting Liu, Jingxin Wang, Nattapat Praisuwanna, Maximiliano Ferrari

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A depth-wise separable VGG19-capsule network for enhanced bell pepper and grape leaf disease classification with ensemble activation by Midhun P Mathew, Sudheep Elayidom, Jagathy Raj V P, Abubeker K M

“…The proposed VGG19-CapsNet framework is developed and deployed in a 128-core Jetson Nano single-board computer with graphics processing support. The research outcomes set a benchmark for accuracy and present a paradigm shift in automated leaf disease classification. …”
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Exploring Augmented Reality HMD Telemetry Data Visualization for Strategy Optimization in Student Solar-Powered Car Racing by Jakub Forysiak, Piotr Krawiranda, Krzysztof Fudała, Zbigniew Chaniecki, Krzysztof Jóźwik, Krzysztof Grudzień, Andrzej Romanowski

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Model-Driven Architecture for Accelerating the Development of Tourism Applications by Lahbib Naimi, Lamya Benaddi, Charaf Ouaddi, Adnane Souha, Hamza Abdelmalek, Abdeslam Jakimi

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Bidimensional Increment Entropy for Texture Analysis: Theoretical Validation and Application to Colon Cancer Images by Muqaddas Abid, Muhammad Suzuri Hitam, Rozniza Ali, Hamed Azami, Anne Humeau-Heurtier

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Marine Soundscape Monitoring Enabled by Artificial Intelligence-Aided Integrated Distributed Sensing and Communications by Juan M. Marin, Wahyu Hendra Gunawan, Alaaeddine Rjeb, Islam Ashry, Baoshi Sun, Talha Ariff, Chun Hong Kang, Tien Khee Ng, Shinkyu Park, Carlos M. Duarte, Boon S. Ooi

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DBN Classifier for Classification of Benign and Malignant Solitary Pulmonary Nodule by LIU Lu, YANG Pei-liang, SUN Wei-wei, ZHOU Yang, ZHAO Hong-yuan

“…Before this team work，768 dimensional feature space is obtained by multi-resolution histograms of SPN image． …”
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Toward Inclusive Healthcare: An LLM-Based Multimodal Chatbot for Preliminary Diagnosis by Ishita Agarwal, V. Sakthivel, P. Prakash

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mindLAMPVis as a Co-Designed Clinician-Facing Data Visualization Portal to Integrate Clinical Observations From Digital Phenotyping in Schizophrenia: User-Centered Design Process a... by Karthik Sama, Jaya Sreevalsan-Nair, Soumya Choudhary, Srilakshmi Nagendra, Preethi V Reddy, Asher Cohen, Urvakhsh Meherwan Mehta, John Torous

“…This paper explores the process of creating a novel data visualization system for a digital mental health app and outlines the necessary steps in the process. This work demonstrates co-design involving collaboration between teams across geographies and disciplines based on clinicians’ requirements. …”
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A Systematic Literature Review of Concept Drift Mitigation in Time-Series Applications by Mujaheed Abdullahi, Hitham Alhussian, Norshakirah Aziz, Said Jadid Abdulkadir, Yahia Baashar, Abdussalam Ahmed Alashhab, Afroza Afrin

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Modelling on Car-Sharing Serial Prediction Based on Machine Learning and Deep Learning by Nihad Brahimi, Huaping Zhang, Lin Dai, Jianzi Zhang

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Intelligent traffic congestion forecasting using BiLSTM and adaptive secretary bird optimizer for sustainable urban transportation by Lalitha Krishnasamy, Siva C, Rajesh Kumar Dhanaraj, Mahmoud Ahmad Al-Khasawneh, Taher Al-Shehari, Nasser A. Alsadhan, Shitharth Selvarajan

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