Multi-stream feature fusion of vision transformer and CNN for precise epileptic seizure detection from EEG signals by Qi Li, Wei Cao, Anyuan Zhang

“…However, most existing deep learning-based epilepsy detection methods are deficient in mining the local features and global time series dependence of EEG signals, limiting the performance enhancement of the models in seizure detection. …”
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Use of nuclear physics methods for investigation of short-range ordering and defects in iron based simulatuing alloys by Evstyukhina I.A., Kolotushkin V.P., Miloserdin V.Yu., Rudakov S.G., Stepanov S.V., Udovsky A.L., Chercastchenko M.V., Funtikov Yu.V.

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ExAIRFC-GSDC: An Advanced Machine Learning-Based Interpretable Framework for Accurate Gas Leakage Detection and Classification by B. Lalithadevi, S. Krishnaveni

“…The escalating number of accidents in coal mines, chemical industries, and homes underscores the urgency of swift and accurate gas detection methods. …”
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Toward lightweight intrusion detection systems using the optimal and efficient feature pairs of the Bot-IoT 2018 dataset by Erman Özer, Murat İskefiyeli, Jahongir Azimjonov

“…Various intrusion detection systems approaches have been proposed previously based on data mining, fuzzy techniques, genetic, neurogenetic, particle swarm intelligence, rough sets, and conventional machine learning. …”
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A modular equalization method for series-connected battery packs based on inductors by Xiangwei Guo, Gang Chen, Liangjun Zhao, Wei Qian, Peixin Liu, Jinqing Linghu

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Synthesis of an Algorithm for Processing the Trajectories of Moving Objects Using the Methods of Data Clustering Theory by Nguyen Phung Bao, Quang Hieu Dang

“…In this article, wee propose a new approach to solving this problem using data mining theory, in particular, the methods of data clustering theory. …”
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Acoustic Velocity Correcting Method for the Tilted Acoustic Tube in Testing of Pile by Ultrasonic Transmission by Yongqiang Cui, Zhitao Ma, Yachao Yang, Daifu Song

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A Method to Predict Rock Fracture with Infrared Thermography Based on Heat Diffusion Analysis by Nai-Fu Deng, Lan Qiao, Qing-wen Li, Jia-Wang Hao, Shan Wu

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Robust coal granularity estimation via deep neural network with an image enhancement layer by Xi Chen, Hua-Yi Feng, Jia-Le Wang

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DDAM-Net: A Difference-Directed Multi-Scale Attention Mechanism Network for Cultivated Land Change Detection by Junbiao Feng, Haikun Yu, Xiaoping Lu, Xiaoran Lv, Junli Zhou

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GrSrNMF: dynamic community detection with graph and symmetry bi-regularized non-negative matrix factorization by Wei Yu, Shihong Wu, Shigen Shen, Hongyan Li, Weiyan Yang, Xiaoming Li, Lei Wang

“…Our proposed GrSrNMF outperforms some state-of-the-art models, like those based on evolutionary clustering and graph regularization, as well as sophisticated methods in exploring community detection in dynamic networks, utilizing two synthetic networks and two real networks.…”
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Progressive Guided Fusion Network With Multi-Modal and Multi-Scale Attention for RGB-D Salient Object Detection by Jiajia Wu, Guangliang Han, Haining Wang, Hang Yang, Qingqing Li, Dongxu Liu, Fangjian Ye, Peixun Liu

“…In this article, to mitigate such issues and highlight the salient objects, we propose a progressive guided fusion network (PGFNet) with multi-modal and multi-scale attention for RGB-D salient object detection. Particularly, we first present a multi-modal and multi-scale attention fusion model (MMAFM) to fully mine and utilize the complementarity of features at different scales and modalities for achieving optimal fusion. …”
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Investigation of the mechanism and application of pressure relief roadway in preventing rock burst by Guoli Ding, Anye Cao, Zhengjun Guo, Qingwen Shi

“…Abstract As a novel method of preventing rock burst, pressure relief roadway has been proposed in recent years. …”
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Personnel localization method for low-visibility environments based on improved YOLOv3 by LU Xiaoya, LI Haifang

“…In coal mines, inadequate lighting and dust obstruction result in personnel targets captured by video monitoring systems appearing as small or low-visibility objects in two-dimensional images. …”
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Microplastics in African freshwater sediments: A systematic review of characteristics, abundance and analytical methods by David Edem Dinku, Samuel Ndur, Eric Gyimah, Shadrack Fosu, Patience Korley

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A Survey on Event Tracking in Social Media Data Streams by Zixuan Han, Leilei Shi, Lu Liu, Liang Jiang, Jiawei Fang, Fanyuan Lin, Jinjuan Zhang, John Panneerselvam, Nick Antonopoulos

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Regional classification and logistic regression modeling for surface freeze/thaw detection on the Qinghai-Tibet Plateau using CYGNSS data by Jiaxing He, Nanshan Zheng, Rui Ding, Xuexi Liu, Zhiyong Ma

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Method for recognizing abnormal operation patterns in hydraulic support machine-following and shifting control by MA Zhitao, FU Xiang, LI Haojie, NIU Penghao, JIA Yifan

“…This method shifted the scope of anomaly detection to the shifting stage after the support has lowered its columns, and classifies abnormal patterns into three types: shutdown fluctuation type, over-time shifting type, and stroke anomaly type. …”
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Advances and applications of empirical mode decomposition and its variants in hydrology: A review by CHEN Yunfei, LIU Zuyu, LIU Xiuhua, HE Junqi, ZHENG Ce, MA Yandong

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Online Multi-Object Tracking Based on Record Confidence and Hierarchical Association for Cyber-Physical Social Intelligence by Jieming Yang, Dezhen Feng, Yuan Gao, Cong Liu

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