A Blockchain-Based Architecture of Web3.0: A Comprehensive Decentralized Model With Relay Nodes, Unique IDs and P2P by Hyunjoo Yang, Sejin Park

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Proposal Medical Image Protection System Based on Hybrid CNN-Transformer Model and Chaotic Maps by Rasha S. Ali, Rajaa Kadhom Hassoun, Ayad Al-Adhami, Sanaa Ali Jabber, Soukaena H. Hashem

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Time-Series Data-Driven PM_2.5 Forecasting: From Theoretical Framework to Empirical Analysis by Chunlai Wu, Ruiyang Wang, Siyu Lu, Jiawei Tian, Lirong Yin, Lei Wang, Wenfeng Zheng

“…With its self-attention mechanism and parallel processing capabilities, Transformer is particularly outstanding in addressing the challenges of long sequence modeling. …”
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Exploring the Landscape of Programming Language Identification With Machine Learning Approaches by Amandeep Verma, Rahul Saha, Gulshan Kumar, Alessandro Brighente, Mauro Conti, Tai-Hoon Kim

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Unsupervised Context-Linking Retriever for Question Answering on Long Narrative Books by Mohammad A. Ateeq, Sabrina Tiun, Hamed Abdelhaq, Wandeep Kaur

“…However, narrative books impose new challenges while utilizing recent pretrained large language models since such lengthy content requires additional computational costs and leads to performance degradation. …”
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RETRACTED: Factors Affecting Electric Bike Adoption: Seeking an Energy-Efficient Solution for the Post-COVID Era by Ammar Yasir, Xiaojian Hu, Xiaojian Hu, Xiaojian Hu, Munir Ahmad, Rafael Alvarado, Muhammad Khalid Anser, Cem Işık, Ali Choo, Ali Ausaf, Irfan Ali Khan

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A Framework for Flood Disaster Detection From Remote Sensing Images Using Spatiotemporal Fusion With Digital Twin Technology by Se-Jung Lim, K. Sakthidasan Sankaran, Anandakumar Haldorai

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BIM-Based Automatic Extraction of Daily Concrete and Formwork Requirements for Site Work Planning by Van-Hoan Pham, Po-Han Chen, Quan Nguyen, Diep-Thuy Duong

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MFFTNet: A Novel 3D Point Cloud Segmentation Network Based on Multi-Scale Feature Fusion and Transformer Architecture by Hao Bai, Xiongwei Li, Qing Meng, Shulong Zhuo, Lili Yan

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Dataset Construction Using Item Response Theory for Educational Machine Learning Competitions by Takeaki Sakabe, Yuko Sakurai, Emiko Tsutsumi, Satoshi Oyama

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Lulu Filterized Lin’s correlative Theil-Sen regression-based fully connected deep multilayer perceptive neural network for eye gaze pattern recognition by Rathi K., Srinivasan K.

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Exploring spatial reasoning performances of CNN on linear layout dataset by Jelena Pejic, Marko Petkovic, Sandra Klinge

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Towards Neural‐Network‐Based Optical Temperature Sensing of Semiconductor Membrane External Cavity Laser by Jakob Mannstadt, Arash Rahimi‐Iman

“…Here, mean‐square‐error (mse) values for the temperature inference corresponding to sub‐percent accuracy of our sensor scheme are reached, while computational cost can be saved by reducing the network depth at the here displayed cost of accuracy, as appropriate for different application scenarios.…”
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Bayesian network based probabilistic approach for uncertainty analysis of earthquake induced landslides by Tanmoy Das, Deepankar Choudhury

“…First, the pseudo-static factor of safety was computed, considering it an uncertain parameter. Then, the permanent displacement of failure mass was estimated through probabilistic analysis considering the effect of critical and peak horizontal acceleration. …”
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A novel LLM time series forecasting method based on integer-decimal decomposition by Lei Wang, Keyao Dong, Xiaoyong Zhao

“…Inspired by advancements in natural language processing (NLP) and computer vision (CV), large language models (LLMs) have emerged as a promising method for time series forecasting. …”
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Bias Correction of Terrestrial Water Availability: Comparison of Trend‐Preserving Cumulative Distribution Function Matching Methods by Jingyi Li, Boqiang Qin

“…This study exhibits a computationally efficient statistical approach for bias correction of P−E simulation, and validates its flexible correction strategies regarding different terrestrial aridity conditions.…”
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Customs institutions development strategy: design and implementation issues by V. V. Makrusev

“…The problem areas of the process of design and modernization of the structure of documents in the field of customs administration are identified and recommendations for their adjustment are presented. …”
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An efficient certificateless anonymous signcryption communication scheme for vehicular adhoc network by Changyuan Luo, Duan Li, Muhammad Saad Khan

“…In existing certificateless anonymous signcryption schemes for VANETs, vulnerabilities such as potential attacks involving the substitution of pseudonyms and the forging of pseudonymous public-private key pairs exist due to the lack of “identity-key binding” and “non-linearity processing of public-private key pairs.” To address this issue, we propose an improved certificateless anonymous signcryption scheme based on elliptic curve cryptography. …”
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Sustainable Development For The Center Of Small Cities by Matra Anugraha, Arif Kusumawanto, Medy Krisnany

“…The guidelines for city development are expected to provide comfortability of living to the community of cities during the development process. This research investigated about the development sustainability in Boyolali City. …”
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Space Consolidation for Fishing Settlement in Mariso District, Makassar City with Space Syntax by Andi Andre Pratama Putra, Ardhya Nareswari

“…The results of this study are expected to be an input or a recommendation for Mariso fishing settlement in particular and the fishing settlement in Indonesia in general. The analysis process uses quantitative syntactic analysis with the help of Depthmap X computer software with descriptive quantitative method that is focused on consolidating the Mariso connection fisherman settlement. …”
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