Enabling All In-Edge Deep Learning: A Literature Review by Praveen Joshi, Mohammed Hasanuzzaman, Chandra Thapa, Haithem Afli, Ted Scully

“…To mitigate these drawbacks, considerable efforts have been made to push the processing of DL models to edge servers (a mesh of computing devices near end devices). …”
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CausNet-partial: 'Partial Generational Orderings' based search for optimal sparse Bayesian networks via dynamic programming with parent set constraints. by Nand Sharma, Joshua Millstein

“…Our algorithm is able to find optimal Bayesian networks with different number of nodes as we vary the partial order. On a personal computer with a 2.3 GHz Intel Core i9 processor with 16 GB RAM, each processing takes less than five minutes. …”
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Sustainable Hydrogen Production from Plastic Waste: Optimizing Pyrolysis for a Circular Economy by Fiyinfoluwa Joan Medaiyese, Hamid Reza Nasriani, Khalid Khan, Leila Khajenoori

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ADTime: Adaptive Multivariate Time Series Forecasting Using LLMs by Jinglei Pei, Yang Zhang, Ting Liu, Jingbin Yang, Qinghua Wu, Kang Qin

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TECHNOLOGIES OF MANAGEMENT ACTIVITY INTELLECTUALIZATION by V. A. Vishniakov, J. V. Borodaenko

“…The management intellectualization using intelligence agents, semantic Web-services, cloud computing is proposed. The integration solution in management process based on semantic Web technologies is given. …”
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Design and evaluation of an open-source block face imaging system for 2D histology to magnetic resonance image registration by Mingzhen Shao, Amanpreet Singh, Sara Johnson, Alissa Pessin, Robb Merrill, Ariana Page, Henrik Odéen, Sarang Joshi, Allison Payne

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DeLA: An extremely faster network with decoupled local aggregation for large scale point cloud learning by Weikang Yang, Xinghao Lu, Binjie Chen, Chenlu Lin, Xueye Bao, Weiquan Liu, Yu Zang, Junyu Xu, Cheng Wang

“…Unlike simple pooling, neighborhood aggregation incorporates spatial relationships between points into the feature aggregation process, requiring repeated relationship learning and resulting in substantial computational redundancy. …”
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Electrodynamics-based quantum gate optimization with born scattering by Kumar Gautam, Chang Wook Ahn

“…This design algorithm can be applied in various fields such as quantum computing, communication, and sensing. It offers a promising approach for developing efficient and accurate gates for quantum information processing. …”
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Deep learning in the fog by Andrzej Sobecki, Julian Szymański, David Gil, Higinio Mora

“…This way, we pinpoint the odds and risks of artificial intelligence fog computing and help in the process of selecting suitable architecture and components that will satisfy all requirements defined by the complex Internet of Things systems.…”
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The Repulsive Casimir Force with Metallic Ellipsoid Structure by Yujuan Hu, Ruo Sun, Zhixiang Huang, Xianliang Wu

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Multimodal representations of transfer learning with snake optimization algorithm on bone marrow cell classification using biomedical histopathological images by Khaled Tarmissi, Jamal Alsamri, Mashael Maashi, Mashael M. Asiri, Abdulsamad Ebrahim Yahya, Abdulwhab Alkharashi, Monir Abdullah, Marwa Obayya

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Using Deep Learning Techniques to Enhance Blood Cell Detection in Patients with Leukemia by Mahwish Ilyas, Muhammad Bilal, Nadia Malik, Hikmat Ullah Khan, Muhammad Ramzan, Anam Naz

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Research and Implementation of Travel Aids for Blind and Visually Impaired People by Jun Xu, Shilong Xu, Mingyu Ma, Jing Ma, Chuanlong Li

“…This design ensures high computational efficiency and real-time performance. The system workflow is as follows: (1) the D435i captures real-time environmental data; (2) the processor analyzes this data, converting obstacle distances and path deviations into electrical signals; (3) servo motors deliver vibratory feedback for guidance and alerts. …”
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Navigating the Challenges and Opportunities of Securing Internet of Autonomous Vehicles With Lightweight Authentication by Hazem Ismail Ali, Harrison Kurunathan, Mohamed Hamdy Eldefrawy, Flavius Gruian, Magnus Jonsson

“…The Internet of Things (IoT) can be defined as the network of physical objects, or “things,” embedded with sensors and software for processing and exchanging data with other devices and ecosystems using the Internet as a medium. …”
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Study on multi-satellite cooperative spectrum cognitive method integrating Stackelberg game and federated learning by Xiaojin DING, Yehui XU, Wen BAO, Gengxin ZHANG

“…To solve the problem of the weak spectrum-cognitive ability caused by monitoring angle, direction resolution, limited processing ability and peak power for a low-earth-orbit (LEO) satellite, a multi-satellite cooperative spectrum cognitive method integrating Stackelberg game and federated learning was proposed.Firstly, considering the available computing resource, cognitive performance, processing and transmission delay of each spectrum cognitive satellite, a cooperative-satellite selection and computing-resource allocation algorithm was built for multiple spectrum-cognitive tasks.Secondly, based on the selected satellites and the allocated computing resources, a low-complexity multi-satellite cooperative spectrum cognitive strategy was further designed, which could automatically sense the spectrum holes, and detect interference as well as identify the modulation mode.Simulation results demonstrate that compared to the single-node cognitive method, the designed multi-satellite cooperative spectrum cognitive strategy can obtain a better cognitive performance.Moreover, comparing with the existing model, the model utilized in the designed strategy can effectively achieve 96.69% and 93.32% lower number of parameters and required floating point operations per second, whilst maintaining the performance.…”
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TransferBAN-Syn: a transfer learning-based algorithm for predicting synergistic drug combinations against echinococcosis by Haitao Li, Haitao Li, Yuanyuan Chu, Yuanyuan Chu, Liyuan Jiang, Liyuan Jiang, Lei Li, Lei Li, GuoDong Lv, Yuansheng Liu, Chunhou Zheng, Chunhou Zheng, Yansen Su, Yansen Su

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Benchmarking Consistency Levels of Cloud-Distributed NoSQL Databases Using YCSB by Saulo Ferreira, Julio Mendonca, Bruno Nogueira, Willy Tiengo, Ermeson Andrade

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Age-specific ASPECTS atlas of Chinese subjects across different age groups for assessing acute ischemic stroke by Qi Sun, Guan Wang, Jinzhu Yang, Yimo Zhou, Yuliang Yuan, Yan Huang, Ziyu Fu

“…Images of different age groups are warped into respective common averaged spaces, where the average intensity atlases are computed. More importantly, 10 ASPECTS regions can be obtained during this process. …”
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Accurate and Honest Approximation of Correlated Qubit Noise by F. Setiawan, Alexander V. Gramolin, Elisha S. Matekole, Hari Krovi, Jacob M. Taylor

“…Accurate modeling of noise in realistic quantum processors is critical for constructing fault-tolerant quantum computers. …”
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Enabling clinical use of linear energy transfer in proton therapy for head and neck cancer – A review of implications for treatment planning and adverse events study by Chen Jingyuan, Yang Yunze, Feng Hongying, Liu Chenbin, Zhang Lian, Holmes Jason M., Liu Zhengliang, Lin Haibo, Liu Tianming, Simone Charles B., Lee Nancy Y., Frank Steven J., Ma Daniel J., Patel Samir H., Liu Wei

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