Detection method of LDoS attacks based on combination of ANN ＆ KPCA by Zhijun WU, Liang LIU, Meng YUE

“…Low-rate denial-of-service (LDoS) attack is a new type of attack mode for TCP protocol.Characteristics of low average rate and strong concealment make it difficult for detection by traditional DoS detecting methods.According to characteristics of LDoS attacks,a new LDoS queue future was proposed from the router queue,the kernel principal component analysis (KPCA) method was combined with neural network,and a new method was present to detect LDoS attacks.The method reduced the dimensionality of queue feature via KPCA algorithm and made the reduced dimension data as the inputs of neural network.For the good sell-learning ability,BP neural network could generate a great LDoS attack classifier and this classifier was used to detect the attack.Experiment results show that the proposed approach has the characteristics of effectiveness and low algorithm complexity,which helps the design of high performance router.…”
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Non-destructive assessment of hemp seed vigor using machine learning and deep learning models with hyperspectral imaging by Damrongvudhi Onwimol, Pongsan Chakranon, Kris Wonggasem, Papis Wongchaisuwat

“…To simplify the analysis and reduce computational complexity, a subset of key spectral wavelengths was selected using a successive projection algorithm. …”
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Effects of cinnamic acid treatment on aroma of Kyoho grape during low temperature storage by HU Yulong, TIAN Shufen, WANG Chaoxia, WANG Rong, MA Chuang, JIANG Jianfu

“…During the stage of Kyoho grape berries, the internal aroma components undergo a series of complex changes over time, which are directly related to its economic value and popularity in the market. …”
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Validity and Reliability of the Dutch version of the Affective Control Scale by Hendrik-Jan De Vuyst, James W. Griffith, Eline Belmans, Filip Raes

“…Additionally, the complexities of bifactor models may lead to overfitting of the data. …”
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Abnormality-aware multimodal learning for WSI classification by Thao M. Dang, Qifeng Zhou, Yuzhi Guo, Hehuan Ma, Saiyang Na, Thao Bich Dang, Jean Gao, Junzhou Huang

“…This approach enhances the ability to comprehensively analyze WSIs for cancer diagnosis and subtyping. …”
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An Adaptive Denoising Method for Photon-Counting LiDAR Point Clouds: Application in Intertidal Zones by Cheng Wu, Lei Ding, Lin Cong, Shaoning Li

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The Use of Large Language Models for Translating Buddhist Texts from Classical Chinese to Modern English: An Analysis and Evaluation with ChatGPT 4, ERNIE Bot 4, and Gemini Advance... by Xiang Wei

“…Focusing on three distinct Buddhist texts encompassing various literary forms and complexities, the analysis examines the models’ capabilities in handling specialized Buddhist terminology, classical Chinese grammar, and the translation of complex, lengthy sentences. …”
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A python approach for prediction of physicochemical properties of anti-arrhythmia drugs using topological descriptors by Huiling Qin, Mudassar Rehman, Muhammad Farhan Hanif, Muhammad Yousaf Bhatti, Muhammad Kamran Siddiqui, Mohamed Abubakar Fiidow

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Higher eigenvector centrality in grooming network is linked to better inhibitory control task performance but not other cognitive tasks in free-ranging Japanese macaques by Yu Kaigaishi, Shinya Yamamoto

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Condition monitoring of heterogeneous landslide deformation in spatio-temporal domain using advanced graph attention network by Huajin Li, Yu Zhu, Qiang Xu, Ran Tang, Chuanhao Pu, Yusen He

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Parametrical Synthesis of Radio Devices with the Set Quantity of Identical Cascades for Inclusion Variants of Jet Two-port Networks between a Nonlinear Part and Loading by A. A. Golovkov, A. V. Fomin

“…As a matching device, reactive, resistive, complex, or mixed quad-poles were used.Aim. Development of algorithms for parametric synthesis of radio devices with an arbitrary number of identical cascades of the "nonlinear part – matching reactive quadrupole" type according to the criterion of ensuring the specified frequency characteristics. …”
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NRWI: a novel spectral index optimized for waterbody extraction from high-resolution GF-2 satellite imagery by Peng Zhang, Shanchuan Guo, Hong Fang, Pengfei Tang, Cong Lin, Hui Yang, Biao Wang, Yanlan Wu

“…Systematic spectral analysis of 2,400 pure pixels across 12 land cover categories demonstrates NRWI’s enhanced ability to separate water from urban features (buildings/shadows). …”
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A Pilot Study on Thermal Comfort in Young Adults: Context-Aware Classification Using Machine Learning and Multimodal Sensors by Bibars Amangeldy, Timur Imankulov, Nurdaulet Tasmurzayev, Serik Aibagarov, Nurtugan Azatbekuly, Gulmira Dikhanbayeva, Aksultan Mukhanbet

“…Modern data-driven approaches often fail to capture the complex interactions between various data streams. …”
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High‐Entropy Non‐Flammable Ionic Liquid/Dimethoxymethane Composite Electrolyte for High‐Performance Lithium‐Ion Batteries by Purna Chandra Rath, Chun‐Yen Chen, Jagabandhu Patra, Chun‐Chen Yang, Yu‐Sheng Su, Chien‐Te Hsieh, Wei‐Ren Liu, Ju Li, Jeng‐Kuei Chang

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Deep behavioral phenotyping tracks functional recovery following tibia fracture in mice by Jonathan E. Layne, Dustin M. Snapper, Dustin M. Snapper, Molly E. Czachor, Charles Lam, Jacob D. Matityahu, Dane R. G. Lind, Matthieu Huard, Johnny Huard, Kazuhito Morioka, Julian C. Motzkin, Julian C. Motzkin, Allan I. Basbaum, Jarret A. P. Weinrich, Jarret A. P. Weinrich, Chelsea S. Bahney, Chelsea S. Bahney

“…By contrast, we observed only minor sex-specific differences in impairment and recovery following fracture. Our analysis revealed that functional recovery is more complex than individual parameters viewed in isolation, with different parameters identifying distinct recovery timeframes. …”
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Comparative analysis of the performance of the large language models ChatGPT-3.5, ChatGPT-4 and Open AI-o1 in the field of Programmed Cell Death in myeloma by Wu Kun, Tao Bo, Li Yuntao, Cheng Shenju, Li Yanhong, Luo Shan, Zeng Yun, Nie Bo, Shi Mingxia

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Neutrosophic Statistical Regression Models for Predicting the Incidence of Nosocomial Infections in Post-Trauma Patients by Nairovys Gómez Martinez, Gerardo Ramos Serpa, Riber Fabian Donoso Noroña, Gloria Rebeca Medina Naranjo

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CWTHF: Identifying Dark Matter Halos with Continuous Wavelet Transform by Minxing Li, Yun Wang, Ping He

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Adomian Decomposition and Variational Iteration Methods in the Context of Partial Differential Equations by Khadeejah James Audu, Lawrence Linus, Yusuph Amuda Yahaya, Sıkırulaı Akande

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A robust deep learning framework for multiclass skin cancer classification by Burhanettin Ozdemir, Ishak Pacal

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