Metastable Substructure Embedding and Robust Classification of Multichannel EEG Data Using Spectral Graph Kernels by Rashmi N. Muralinath, Vishwambhar Pathak, Prabhat K. Mahanti

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P-BERT: Toward Long Sequence Modeling by Enabling Language Representation With Prefix Sequence Compression, Soft Position Embedding, and Data Augmentation for Patent Relevance Asse... by Fei Wang, Xingchen Shi, Dongsheng Wang, Yinxia Lou

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Comprehensive Performance Comparison of Signal Processing Features in Machine Learning Classification of Alcohol Intoxication on Small Gait Datasets by Muxi Qi, Samuel Chibuoyim Uche, Emmanuel Agu

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Smell-ML: A Machine Learning Framework for Detecting Rarely Studied Code Smells by Esraa Hamouda, Abeer El-Korany, Soha Makady

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Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI by Nisreen Innab, Shtwai Alsubai, Ebtisam Abdullah Alabdulqader, Aisha Ahmed Alarfaj, Muhammad Umer, Silvia Trelova, Imran Ashraf

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Revolutionizing Mental Health Sentiment Analysis With BERT-Fuse: A Hybrid Deep Learning Model by Md. Mithun Hossain, Sanjara, Md. Shakil Hossain, Sudipto Chaki, Md. Saifur Rahman, A. B. M. Shawkat Ali

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Symbiotic Positioning, Navigation, and Timing via Game Theory and Reinforcement Learning by Md Sadman Siraj, Eirini Eleni Tsiropoulou, Symeon Papavassiliou, Jim Plusquellic

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Effect of human-driven, autonomous, and connected autonomous vehicles on geometric highway design by Zawar Hussain Khan, Faryal Ali, Ahmed B. Altamimi, Thomas Aaron Gulliver

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Using system dynamics to teach about dependencies, correlation and systemic thinking on the software process workflows by German‐Lenin Dugarte‐Peña, María‐Isabel Sánchez‐Segura, Antonio deAmescua, Fuensanta Medina‐Domínguez, Stefano Armenia

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An intelligent attention based deep convoluted learning (IADCL) model for smart healthcare security by J. Maruthupandi, S. Sivakumar, B. Lakshmi Dhevi, S. Prasanna, R. Karpaga Priya, Shitharth Selvarajan

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Activity Recognition on Smartphones via Sensor-Fusion and KDA-Based SVMs by Adil Mehmood Khan, Ali Tufail, Asad Masood Khattak, Teemu H. Laine

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Hilbert Convex Similarity for Highly Secure Random Distribution of Patient Privacy Steganography by Hussein K. Alzubaidy, Dhiah Al-Shammary, Mohammed Hamzah Alsalihi, Ayman Ibaida, Khandakar Ahmed

“…Technically, distributing the secret text in a random way on the cover image is the core security function of the proposed model. In order to evaluate the performance of the proposed solution, three quality metrics: Peak signal to noise ratio (PSNR), Mean Square Error (MSE), percentage residual difference (PRD) and Structural Similarity Index measure (SSIM) were computed and compared on ten MRI images. …”
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Exploring machine learning for fake news detection: techniques, tools, challenges, and future research directions by Sapana Yakkundi, Rudragoud Patil, Sangeeta Sangani, R. H. Goudar, Swetha Indudhar Goudar, Aijazahamed Qazi

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Hierarchical Semi-Supervised Representation Learning for Cyber Physical Social Intelligence by Na Song, Jing Yang, Xuemei Fu, Xiangli Yang, Ying Xie, Shiping Wang

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TransFINN “Transparent Feature Integrated Neural Network for Text Feature Selection and Classification” by Saif Ur Rehman, Ramsha Jat, Muhammad Rafi, Jaroslav Frnda

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Classification Task-Driven Hyperspectral Band Selection via Interpretability From XGBoost by Xiaodi Shang, Chuanyu Cui, Xudong Sun, Xiaopeng Wang, Jiahua Zhang

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Optimizing load demand forecasting in educational buildings using quantum-inspired particle swarm optimization (QPSO) with recurrent neural networks (RNNs):a seasonal approach by Sunawar Khan, Tehseen Mazhar, Tariq Shahzad, Tariq Ali, Muhammad Ayaz, Yazeed Yasin Ghadi, EL-Hadi M. Aggoune, Habib Hamam

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Edge connectivity of a neutrosophic graph by Aparna Tripathy, Amaresh Chandra Panada, Siva Prasad Behera, Bhabani S. Mohanty

“…This paper also addresses computational challenges related to determining edge connectivity in neutrosophic graphs. …”
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Quantum circuit unoptimization by Yusei Mori, Hideaki Hakoshima, Kyohei Sudo, Toshio Mori, Kosuke Mitarai, Keisuke Fujii

“…Optimization of circuits is an essential task for both quantum and classical computers to improve their efficiency. In contrast, classical logic optimization is known to be difficult, and a lot of heuristic approaches have been developed so far. …”
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A simulated annealing with graph-based search for the social-distancing problem in enclosed areas during pandemics. by Bayram Dundar

“…The proposed SA-MDPs is evaluated on classrooms with varying capacities and benchmarked against an off-the-shelf optimization solver. …”
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