Hybrid Deep Learning Methods for Human Activity Recognition and Localization in Outdoor Environments by Yirga Yayeh Munaye, Metadel Addis, Yenework Belayneh, Atinkut Molla, Wasyihun Admass

“…This study presents a hybrid deep learning approach that integrates human activity recognition and localization in outdoor environments using Wi-Fi signal data. The study focuses on applying the hybrid long short-term memory–bi-gated recurrent unit (LSTM-BIGRU) architecture, designed to enhance the accuracy of activity recognition and location estimation. …”
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A Storm Frame Optimization Method for Predicting and Warning the Safety Status of a Shearer by Pei Zhang, Yanpeng He, Li Ma, Changkui Cong

“…To solve the problem of lag in determining the operating status of a shearer, this study proposes a new method for predicting and warning the real‐time operating status of the shearer involving the Storm framework, based on parallel optimization of data processing and the gated recurrent unit (GRU) model based on hyperparameter optimization. …”
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Center of Largest Area Defuzzifier Vnit VLSI Architecture by Asim Majeed Murshid, Ahmed Chalak Shakir, Sarmed Nihad Mohammed

“… Defuzzification unit combines fuzzy variables and fuzzy decisions to form a corresponding real (crisp or non-fuzzy) signal which can be used then to actuate some processes. Since the fuzzy data cannot be used directly for the real time applications, therefore it has to be converted into a crisp value. …”
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长寿可靠型连杆式切断蝶阀设计研究开发 by 冯力

“…A long-life & reliable connecting rod type shut-off butterfly valve is a kind of high temperature gas shut-off valve with long life, reliable,safe and efficient features.It is applied wider and gradually replaces the heavy gate valve as shut-off valve in gas pipeline,air pipeline or flue gas pipeline in blast furnace iron-making process.The new design concept and the structure optimization design scheme of the long-life and reliable connecting rod type shut-off butterfly valve are introduced.The trajectory of the four bar linkage mechanism is analyzed,the sealing compensation mechanism is presented,the sealing design and material selection are optimized,and the experiment of the valve life and its results are also described in detail.The experiment results provide the data support for studying the working condition,the actual performance and other aspects of the long-life & reliable connecting rod type shut-off butterfly valve, the basis for the valve structure optimization design,also verify the wear result between the nano-materials composite electroplating self lubrication bearing and ordinary copper base self lubrication bearing.…”
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A SPATIAL ARCHAEOLOGICAL STUDY OF THE JIRAT AND MUSLIM NOBLES CEMETERY IN LOMBOK by Muhamad Satok Yusuf

“…Spatial archaeology approaches are employed to collect, process, analyze, and interpret data. The study revealed that the Lombok cemetery consisted of headstones, jirat, a pavilion, a fence, a gate, and trees, all of which formed a cohesive cultural area and followed Islamic customs. …”
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Real‐time reliability evaluation method for IGBT module in MMC based on junction temperature and bond wire failure online monitoring by Zhonghao Dongye, Wuyu Zhang, Lei Qi, Bowen Gu, Hong Shen, Xiangyu Zhang, Xiang Cui

“…Besides, a multi‐channel high‐speed data acquisition board is designed to measuring the gate voltage and collector voltage of the IGBT for the health evaluation of IGBT modules in MMC; the typically measured results validate the effectiveness of the data acquisition board.…”
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Beyond Photochromism: Alternative Stimuli to Trigger Diarylethenes Switching by Qi Ai, Kangjun Lan, Lin Li, Zugang Liu, Xiaoguang Hu

“…The response to two or more different stimuli enables multi‐functionality within a single DAE molecule, which would facilitate complex logic‐gate operations, multimode data storage, and increased information density. …”
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Design of an all-optical quaternary encoder to code decimal numbers by utilizing optical Kerr nonlinear material by Apurba Guchhait, Nirmalya Pahari, Nabin Baran Manik

“…Abstract Optics and photonics offer significant advancements in the rapidly evolving fields of data processing and communication owing to their inherent parallel-processing capabilities. …”
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Spiking Cooperative Network Implemented on FPGA for Real-Time Event-Based Stereo System by Jung-Gyun Kim, Donghwan Seo, Byung-Geun Lee

“…Stereo livestreamed event data are generated from the DVSs, and the SCN is implemented on an FPGA chip to process the event data. …”
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Improving baggage handling time at an international airport using Six Sigma methodology: A case study in the Middle East region by Lina Al-Qatawneh, Mazen Arafeh, Mahmoud Barghash, Farah Shihabeddin, Seren Mahmoud, Asma’ Odeh

“…The efficiency of baggage handling greatly impacts airport operation, as delayed baggage can affect aircraft turnaround time, reduce minimum connection time, and affect gate management and airport capacity utilization. …”
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An Efficient RTL Design for a Wearable Brain–Computer Interface by Tahereh Vasei, Mohammad Ali Saber, Alireza Nahvy, Zainalabedin Navabi

“…To achieve a suitable accuracy considering hardware constraints, we explore BCI transducer algorithms, among which Infinite impulse response (IIR) filter, common spatial pattern, and support vector machine are used to preprocess, extract features, and classify data, respectively. …”
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Predicting Insemination Outcome in Holstein Dairy Cattle using Deep Learning by Mohammad Alishahi, Mahdi Ravakhah

“…For each insemination record, we retrieved 25 features encompassing covariates related to milking, reproduction, management factors, health, and insemination result. The data underwent further pre-processing after the extraction process to make it suitable for the proposed models. …”
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A 1.8 m Class Pathfinder Raman LIDAR for the Northern Site of the Cherenkov Telescope Array Observatory—Performance by Pedro José Bauzá-Ruiz, Oscar Blanch, Paolo G. Calisse, Anna Campoy-Ordaz, Sidika Merve Çolak, Michele Doro, Lluis Font, Markus Gaug, Roger Grau, Darko Kolar, Camilla Maggio, Manel Martinez, Samo Stanič, Santiago Ubach, Marko Zavrtanik, Miha Živec

“…Several moderate hardware improvements are planned for its final upgraded version, such as gated PMTs for the elastic channels and a reduced-power laser with a higher repetition rate, to ensure that the data acquisition system is not saturated and therefore not affected by residual ringing.…”
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Robust Color Image Encryption Scheme Based on RSA via DCT by Using an Advanced Logic Design Approach by Khalid Kadhim Jabbar, Fahmi Ghozzi, Ahmed Fakhfakh

“… Information security in data storage and transmission is increasingly important. …”
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Meta Domain Adaptation Approach for Multi-Domain Ranking by Zihan Xia, Yixuan Liu, Xiangran Zhang, Xiaoshuang Sheng, Kewei Liang

“…In constructing a multi-domain model encompassing several domains with small sample sizes, how to make the best use of the existing data of other domains and ensure the generalization performance of the model in the training process has become the key problem of the research. …”
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Blockchain enabled deep learning model with modified coati optimization for sustainable healthcare disease detection and classification by Heba G. Mohamed, Fadwa Alrowais, Fahd N. Al-Wesabi, Mesfer Al Duhayyim, Anwer Mustafa Hilal, Abdelwahed Motwakel

“…In the data preprocessing stage, the MCODBC-HDDC model employs Z-score normalization to standardize the data and improve performance. …”
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An improved GRU method for slope stress prediction by Lichun Bai, Ronghui Zhao, Sen Lin, Zishu Chai, Xuan Wang

“…The preliminary preprocessing of open pit mine slope stress data using VMD can provide high decomposition accuracy and can effectively extract localized features in the stress; The method introduces Dung Beetle Optimization (DBO) to determine the number of hidden neuron layers and the optimal learning rate for the GRU. …”
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Agricultural Production of Galati County. Aspects Related to Grain Crops by Simona-Beatrice Manolache, Iuliana Condulet, Petre Andrei Liptac, Mihaela Pila

“…The data collected were processed, graphed, and commented on. …”
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EFL students’ perceptions of AI-assisted writing tools: A systematic narrative hybrid review by Tolga Sarıca, Selma Deneme Gençoğlu

“…Data were collected from ERIC, ULAKBİM, Google Scholar, and ResearchGate, using a multi-stage search. …”
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Efektivitas Metode Pengajaran dalam Meningkatkan Hasil Belajar PAI Siswa SD: Meta-Analisis by Muhammad Aris Faisol

“…The 65 studies were obtained from e-journals, advanced databases such as Google Scholar, DOAJ, ERIC, Springer, Elsevier and Research Gate. Of the 20 studies, the researcher found 41 data artifacts related to the learning outcomes of Islamic education for elementary school students after the implementation of teaching methods and processed using JASP software for meta-analysis. …”
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