Prediction of Key Quality Parameters in Hot Air-Dried Jujubes Based on Hyperspectral Imaging by Quancheng Liu, Chunzhan Yu, Yuxuan Ma, Hongwei Zhang, Lei Yan, Shuxiang Fan

“…To further enhance modeling accuracy, deep learning models such as bidirectional long short-term memory (BiLSTM), bidirectional gated recurrent unit (BiGRU), and convolutional neural network–bidirectional gated recurrent unit (CNN-BiGRU) were introduced and compared comprehensively under the optimal spectral preprocessing conditions. …”
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TRENDS IN MILK MARKET AND MILK CRISIS IMPACT IN ROMANIA by Agatha POPESCU

“…The paper aimed to analyze the main trends in milk market and the impact of milk crisis in Romania. The empirical data were provided by the National Institute of Statistics for the period 2007-2015, and have been statistically processed by common used methods to identify the main trends. …”
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Characterization Methodology for Voltage-Dependent Mobility of Charge Carriers in Graphene FETs Using Single-Device Microwave Measurements by Xiomara Ribero-Figueroa, Anibal Pacheco-Sanchez, Aida Mansouri, Pankaj Kumar, Omid Habibpour, Herbert Zirath, Luca Anzi, Amaia Zurutuza, Roman Sordan, David Jimenez, Francisco Pasadas, Reydezel Torres-Torres

“…This work proposes a methodology entirely based on processing <italic>S</italic>-parameters to determine the gate-to-source voltage-dependent mobility of charge carriers in the graphene field-effect transistor channel, without requiring any information about the material properties. …”
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Exploring GAA-Nanosheet, Forksheet and GAA&#x2013;Forksheet Architectures: A TCAD-DTCO Study at 90 nm and 120-nm Cell Height by Gautam Gaddemane, Pieter Schuddinck, Krishna Bhuwalka, Gerhard Rzepa, Gioele Mirabelli, Anshul Gupta, Jurgen Bommels, Philippe Matagne, Dmitry Yakimets, Hao Wu, Lei Hou, Geert Hellings, Changze Liu

“…The research employs simulations of five-stage INVD1 ring oscillators (RO) at various metal pitches (Mx) to extract frequency and power data. Notably, a novel Gate-All-Around Forksheet (GAA-Fsh) structure is introduced, offering enhanced gate control while retaining the advantages of Fsh. …”
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Sustainable Management of Natural Resources at Disaggregated Levels with Insights from Landscape Dynamics by T V Ramachandra, Paras Negi, Tulika Mondal, Bharath Settur

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Comparative Analysis of Hybrid Attention and Progressive Layering Through a Comprehensive Evaluation of ARU-Net and PLU-Net in Brain Tumour Segmentation by Noman Ahmed Siddiqui, Muhammad Tahir Qadri, Muhammad Ovais Akhter, Tahira Anwar, Fahad Farooq

“…On the other hand, PLU-Net uses a cascaded, multi-stage structure enhanced by attention gates and multi-scale data augmentation where the main emphasis is a progressive boosting of accuracy levels at multiple resolutions to guarantee high boundary accuracy. …”
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HENCE: Hardware End-to-End Neural Conditional Entropy Encoder for Lossless 3D Medical Image Compression by Jietao Chen, Qianhao Chen, Huan Zhang, Weijie Chen, Wei Luo, Feng Yu

“…Although using field programmable gate arrays (FPGAs) is feasible to mitigate this disadvantage, existing FPGA-based compression frameworks still need CPU for co-processing. …”
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Passenger Flow Simulation Model for Urban Rail Transit Stations Based on Multipotential Fields in Three-Dimensional Space by Lianbo Deng, Jingshuang Li, Jingen Fu, Jiayi Liu, Xiao Yi

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Programming Languages Prediction from Stack Overflow Questions Using Deep Learning by Razowana Khan Mim, Tapu Biswas

“…Then the tags were cleaned and separated the data into title, title + body, and body. After preprocessing, tokenizing, and padding the data, randomly split it into training and testing datasets. …”
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Center of Sums based Defuzzifier Unit VLSI Architecture by Asim Majeed Murshid

“… Defuzzification is a process of getting a crisp value from the fuzzy data. …”
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Enhancement of Breast Cancer Classification Using Bat Feature Selection with Recurrent Deep Learning by Ali Nafaa Jaafar

“…The bat algorithm assists in selecting the best relevant feature when integrated with recurrent deep learning models, which improves breast cancer classification by leveraging training datasets. Data preprocessing involves removing unnecessary columns and filling out missing values with the median value. …”
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CEREALS PRODUCTION BETWEEN CLIMATE CHANGE AND PRICE BOOM IN ROMANIA by Agatha POPESCU, Cristina TINDECHE, Alina MARCUTA, Liviu MARCUTA, Adelaida HONTUS

“…The data provided by National Institute of Statistics and Eurostat were processed using indices methods, regression equations and r square, and comparisons between maize and wheat. …”
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An Integrated Lightweight Neural Network Design and FPGA-Accelerated Edge Computing for Chili Pepper Variety and Origin Identification via an E-Nose by Ziyu Guo, Yong Yin, Haolin Gu, Guihua Peng, Xueya Wang, Ju Chen, Jia Yan

“…A chili pepper variety and origin detection system that integrates a field-programmable gate array (FPGA) with an electronic nose (e-nose) is proposed in this paper to address the issues of variety confusion and origin ambiguity in the chili pepper market. …”
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Insights Into the Evolution of Scientific Research in the Agricultural Field in Romania by Mariana Chivu, Beatrice-Simona Manolache, Silvius Stanciu

“…Bibliographic research utilized articles from Google Scholar, Clarivate, and ResearchGate. Data from the National Institute of Statistics were processed and interpreted. …”
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Life Cycle Assessment of an Oscillating Water Column-Type Wave Energy Converter by Heshanka Singhapurage, Pabasari A. Koliyabandara, Gamunu Samarakoon

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Development of an Ion‐Sensitive Field‐Effect Transistor Device for High‐Performance Diagnostic and Clinical Biomedical Applications by M. Duraisamy, M. Thangavel, S. Lalitha, K. Jayaram, S. Kumarganesh, K. Martin Sagayam, Binay Kumar Pandey, Digvijay Pandey, Suresh Kumar Sahani

“…A comprehensive review of ISFET gate materials is provided, alongside an overview of typical gate structures and signal readout methods for ISFET sensing systems. …”
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VdaBSC: A Novel Vulnerability Detection Approach for Blockchain Smart Contract by Dynamic Analysis by Rexford Nii Ayitey Sosu, Jinfu Chen, Edward Kwadwo Boahen, Zikang Zhang

“…Additionally, our model includes a gated recurrent units memory module that enhances efficiency using historical execution data from the contract. …”
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Research on GMOs Detailed Analysis of Genetically Modified Corn by Simona-Beatrice Manolache, Razvan Dinu

“…Information from official studies processed from databases such as Clarivate Analytics, Google Scholar, and ResearchGate was accessed for comparative bibliographic documentation. …”
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PROMOTING ROMANIA'S CULINARY HERITAGE. CASE STUDY: LOCAL GASTRONOMIC POINTS by Mariana CHIVU, Silvius STANCIU

“…Clarivate, Google Scholar, and Research Gate articles were used for bibliographic research. …”
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GPU Acceleration for FHEW/TFHE Bootstrapping by Yu Xiao, Feng-Hao Liu, Yu-Te Ku, Ming-Chien Ho, Chih-Fan Hsu, Ming-Ching Chang, Shih-Hao Hung, Wei-Chao Chen

“… Fully Homomorphic Encryption (FHE) allows computations to be performed directly on encrypted data without decryption. Despite its great theoretical potential, the computational overhead remains a major obstacle for practical applications. …”
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