Understanding the unique step-like annual cycle of South China Sea tropical cyclone genesis by Lixuan Huang, Weidong Yu, Tian Ma, Kexu Zhu

“…In contrast to the TC bimodal structure in the Bay of Bengal (BoB) and its unimodal pattern in the Northwestern Pacific (WNP), the SCS exhibits a distinct step-like pattern with two jumps—the first occurring from April to May and the second from July to August, with the flat condition during May–June–July. …”
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Dip‐Pen Nanolithography‐Based Fabrication of Meta‐Chemical Surface for Heavy Metal Detection: Role of Poly‐Methyl Methacrylate in Sensor Sensitivity by Rahma Okbi, Mohammed Alkrenawi, Krishna Kumar Yadav, Dror Shamir, Haya Kornweitz, Yael Peled, Moshe Zohar, Ariela Burg

“…A meta‐chemical surface is being patterned via dip‐pen nanolithography (DPN) for novel electrochemical heavy metal sensors. …”
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Research on Quality Anomaly Recognition Method Based on Optimized Probabilistic Neural Network by Li-li Li, Kun Chen, Jian-min Gao, Hui Li

“…PNN recognized successfully both single pattern and mixed pattern of control charts because of its simple network structure and excellent recognition effect. …”
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A Hybrid CNN-LSTM Model With Attention Mechanism for Improved Intrusion Detection in Wireless IoT Sensor Networks by Pendukeni Phalaagae, Adamu Murtala Zungeru, Abid Yahya, Boyce Sigweni, Selvaraj Rajalakshmi

“…The proposed model enhances IoT intrusion detection by integrating a novel hybrid CNN-LSTM with an attention mechanism, thereby improving feature extraction and temporal pattern recognition. …”
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Decorated Mould-Blown Glass Vessels from the Ancient City of Philadelpheia (Isauria – Cilicia Tracheia) by Hatice KÖRSULU, A. Sezai GEÇİT

“…The decoration resembling honeycomb is the characteristic feature of the bottle with the honeycomb pattern. …”
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The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review by Platon Dimopoulos, Admir Mulita, Andreas Antzoulas, Sylvain Bodard, Vasileios Leivaditis, Ioanna Akrida, Nikolaos Benetatos, Konstantinos Katsanos, Christos-Nikolaos Anagnostopoulos, Francesk Mulita

“…Predictive models aid prognosis estimation and recurrence pattern identification, facilitating personalised treatment planning. …”
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Glaucoma detection and staging from visual field images using machine learning techniques. by Nahida Akter, Jack Gordon, Sherry Li, Mikki Poon, Stuart Perry, John Fletcher, Thomas Chan, Andrew White, Maitreyee Roy

“…The highest F1 score was 87.8% for ResNet18 with the original dataset and 88.7% for VGG16 with feature extraction. The DL models successfully localized the affected VF loss in PD plots. …”
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Semantic-Injected Bidirectional Multiscale Flow Estimation Network for Infrared and Visible Image Registration by Chunna Tian, Liuwei Xu, Xiangyang Li, Heng Zhou, Xiqun Song

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A Few-shot Learning Method for Intent Analysis of Air Combat Confrontation Behaviors by PAN Ming, ZHENG Jingsong, LI Jinliang, FANG Long, YANG Yang, ZHAO Shijie

“…By integrating the attention mechanism in the Bidirectional Gated Recurrent Unit (BiGRU) , the feature learning ability of the model is improved, and adaptively assign the weight of different air combat feature information. …”
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Temporal-Aware Transformer Approach for Violence Activity Recognition by Rajdeep Chatterjee, Ritabrata Roy Choudhury, Mahendra Kumar Gourisaria, Sreejata Banerjee, Soumik Dey, Manoj Sahni, Ernesto Leon-Castro

“…In the first approach, Convolutional Neural Networks (CNN) and bidirectional long-short-term memory (BiLSTM) networks are combined, where MobileNetV2 is used for spatial feature extraction and BiLSTM for temporal pattern recognition, achieving an accuracy of 95.6%. …”
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Study on the diffusion mechanism of gangue slurry within the rough connected voids in the caving zone by Jiaqi Wang, Wenbing Fan, Rui Gao, Qiang Zhang, Peng Huang

“…To investigate the impact mechanism of roughness, void aperture, and grouting pressure on the diffusion pattern of gangue slurry within the caving zone, a three-dimensional model featuring roughly connected voids was developed using numerical simulation. …”
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The Design and Performance Evaluation of an Eye-Tracking System Based on an Electrostatic MEMS Scanning Mirror by Minqiang Li, Lin Qin, Xiasheng Wang, Jiaojiao Wen, Tong Wu, Xiaoming Huang, Hongbo Yin, Yi Tian, Zhuqing Wang

“…A laser beam is directed onto the mirror, and the two axes of the mirror generate a Lissajous scanning pattern within an artificial eyeball. The scanning pattern reflected from the eyeball is detected by a linear photodiode sensor array (LPSA). …”
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A Machine Learning Approach for User Behavior Analysis in Developing Websites by Aeesha Shaheen

“…Neural network architecture simplified use, with input layer represent sequence of encoded pages, hidden layer extract feature, and output layer predict user behaviors. …”
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Pterygoid Hamular Bursitis: A Possible Link to Craniofacial Pain by Sameep S. Shetty, Premalatha Shetty, Prit Kiran Shah, Jayanth Nambiar, Nancy Agarwal

“…A striking feature of the skull base is the pterygoid hamulus known for its bizarre morphology and biomechanical location. …”
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Small Characters, Big Worlds, and Intertextual Reading by Margaret Mackey

“…The set of connected titles fulfills a major condition of being a series: the stories are related and feature the same characters. But the books do not follow the kind of set pattern of seriality that we normally expect: they do not follow each other in a predictable sequence, nor do they abandon sequence for reiteration and repetition of an unchanging story time. …”
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Distributed dynamic mapping scheme based on cost function by Guo-dong GE, Yun-fei GUO, Ju-long LAN, Cai-xia LIU

“…For supporting efficient host mobility and mapping identifiers onto locators,a distributed dynamic mobility mapping scheme based on cost function was proposed.In the scheme,depending on the mobility pattern and communication feature,the communication of mobile node is divided into three communication models,namely,moving update model,balanced transmission model and resolving query model.In order to minimize the total resolving cost,three mapping approach are proposed based on distributed multicast,consistent hash functions and proactive sharing respectively in the mobile domain.For each mapping approach,corresponding registration update,resolution query and packet delivery strategies are designed.Simulation results show that the scheme can achieve the minimum resolving cost,and can have low resolve latency and good adaptability for network topology dynamic changing.…”
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Kernel Neighborhood Rough Sets Model and Its Application by Kai Zeng, Siyuan Jing

“…Moreover, the model is used in the problem of feature selection. The proposed method is tested on the UCI datasets. …”
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Slowness and sparseness lead to place, head-direction, and spatial-view cells. by Mathias Franzius, Henning Sprekeler, Laurenz Wiskott

“…The model comprises a hierarchy of Slow Feature Analysis (SFA) nodes, which were recently shown to reproduce many properties of complex cells in the early visual system []. …”
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Research of Fault Diagnosis Method of Rolling Bearing based on CEEMDAN-DRT by Bie Fengfeng, Gu Sheng, Pang Mingjun, Guo Yue, Yang Gang

“…Aiming at the feature extraction for the rolling bearing，a fault diagnosis method based on CEEMDAN adaptive denoising combining with DRT （demodulated resonance technology） is presented.Firstly，the original vibration signal is decomposed into several components with CEEMDAN adaptively，and the reconstruction is performed on regarding the correlation coefficient method to realize the purpose of eliminating noise.Then，the reconstructed signal is analyzed by spectral kurtosisto to achieve the frequency band of the impact component.Based on this，a bandpass filter is designed for the reconstructed signal.Finally，the filtered signals are analyzed by energy Hilbert envelope spectrum.With reference on the characteristic frequency of the rolling bearing failure modes，the pattern of the bearing is recognized.The effectiveness of the method is demonstrated by dynamics simulation and rolling bearing experiments.The result shows that the method can be used to identify the fault information of the rolling bearings effectively.…”
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Menace II Society? Urban Poverty and Underclass Narratives in American Movies by Thomas Halper and Douglas Muzzio

“…Subsequent white underclass movies followed this pattern, but more recently the American Dream has reasserted itself in popular underclass films, sounding a more positive note.…”
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