A Novel Deployment Scheme Based on Three-Dimensional Coverage Model for Wireless Sensor Networks by Fu Xiao, Yang Yang, Ruchuan Wang, Lijuan Sun

“…Experimental results show that, compared with traditional random method, sensor nodes number is reduced effectively while coverage rate of monitor area is ensured using our coverage pattern and deterministic deployment scheme.…”
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A Dynamic Spatio-Temporal Deep Learning Model for Lane-Level Traffic Prediction by Bao Li, Quan Yang, Jianjiang Chen, Dongjin Yu, Dongjing Wang, Feng Wan

“…The temporal features are extracted with the gated recurrent unit (GRU). Then, we adaptively fuse spatial and temporal features with the gating mechanism to get the final spatio-temporal features for lane-level traffic prediction. …”
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Integrated Feature-Temporal GAN for Imbalanced Transaction Fraud Detection by Yicen Zheng, Yu Xie, Jiamin Yao

“…IFT-GAN introduces two key innovations: 1) A Feature-Aware Sample Selection (FASS) module that employs Fisher score-based feature ranking and weighted k-means clustering to create a balanced subset enriched with discriminative fraud signatures; and 2) A Temporal Dependency GAN (TD-GAN) architecture employing a novel Time-aware Gated Recurrent Unit (TaGRU) in both the generator and discriminator, explicitly modeling the temporal intervals between transactions through adaptive temporal gating. …”
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Evaluating the Clinico-biochemical Association between Stress and Chronic Periodontitis by Estimation of Serum Cortisol and Serum Chromogranin A Levels by Shilpa Duseja, Hiral Akshat Parikh, Sareen Duseja

“…The analysis of stress levels using the Social Readjustment Rating Scale and lifestyle evaluation using the Health Practice Index was done. …”
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Evolution of public broadcasting: TeleJurnal’s viewership trends and strategic implications for business sustainability by Săseanu Ramona, Stanomir Ruxandra, Bădulescu Andreea-Alexandra

“…By employing a time-series autoregressive moving-average model, this article assesses the stationarity and autocorrelation of audience data to evaluate the consistency of ratings amidst external factors such as changes in programming strategy, political events, and market competition. …”
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A GPT-Based Approach for Cyber Threat Assessment by Fahim Sufi

“…Notably, anomaly detection identified six significant deviations during the monitored timeframe, starting from 25 September 2023 to 25 November 2024, with a sensitivity of 75%, revealing critical insights into unusual activity patterns. The fully deployed automated model also identified 11 correlated factors and five unique clusters associated with high-rated cyber incidents. …”
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Efficacy of switching from originator adalimumab to biosimilar adalimumab-AACF in patients with axial spondyloarthritis: a 12-month observational study by Fanny Alcira Reyes Neira, Barbara Bayeh, Karina Rossi Bonfiglioli, Nadia Emi Aikawa, Ana Paula Luppino Assad, Renata Miossi, Fernando Henrique Carlos de Souza, Carlos Emilio Insfrán, Henrique Ayres Mayrink Giardini, Emily Figueiredo Vieira Neves Yuki, Eloisa Bonfa, Carla Gonçalves Schahin Saad, Ana Cristina de Medeiros-Ribeiro, Julio Cesar Bertacini de Moraes, Andrea Yukie Shimabuco

“…Ankylosing Spondylitis Disease Activity Score (ASDAS)-CRP remained stable when comparing T0 to T6 [1.56 (± 0.88) vs. 1.50 (± 0.82), P = 0.73] and T12 [1.56 (± 0.88) vs. 1.26 (± 0.86), P = 0.13]. A similar pattern was observed for ASDAS-erythrocyte sedimentation rate (ESR; P > 0.05) and Bath Ankylosing Spondylitis Disease Activity Index (BASDAI; P > 0.05). …”
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Evaluating the potential of phenotypic age to enhance cardiovascular risk prediction over chronological age in the UK Biobank by Kristine J. S. Kwan, Shi-Shuai Xie, Hai-Lei Li, Xue-Guang Lin, Yi-Jie Lu, Bo Chen, Kai-Xin Ge, Shu-Ya Tang, Hui Zhang, Shuai Jiang, Jing-Dong Tang

“…Incident CVD occurred at a higher rate in the positive PhenoAgeAccel group (44.8% vs. 33.1%) at a comparatively shorter period (11.2 years vs. 12.4 years). …”
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Wide Field-of-View Air-to-Water Rolling Shutter-Based Optical Camera Communication (OCC) Using CUDA Deep-Neural-Network Long-Short-Term-Memory (CuDNNLSTM) by Yung-Jie Chen, Yu-Han Lin, Guo-Liang Shih, Chi-Wai Chow, Chien-Hung Yeh

“…Results revealed that the proposed air-to-water OCC system can support a transmission rate of 7.2 kbit/s through a still water surface, and 6.6 kbit/s through a wavy water surface; this satisfies the hard-decision forward error correction (HD-FEC) bit-error-rate (BER).…”
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Perception of quality and adoption of health-preventive measures in gym-goers after the COVID-19 pandemic peak in Italy by L Falese, E Langiano, M Ferrara, P Diotaiuti, A Rodio, T Di Libero, A Andrade, E De Vito

“…Participants generally rated the gym positively, with 34.49% considering it "Good" and 39.23% rating it "Very good." …”
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Epidemiological characterization of chronic myeloid leukaemia patients at an oncologic centre: A retrospective observational study by Ana Maria Meireles, Rita Calisto, Maria José Bento, Pedro Martinho Gouveia, Susana Bizarro, Manuel Teixeira, Cláudia Moreira, Ana Espírito Santo, Mário Mariz

“…At three months, the early molecular response rate was 77 %. At 12 months of treatment, of the 67 patients with response evaluation, 93 % achieved complete cytogenetic response and 49 % major molecular response. …”
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Nosological aspects of hepatomegaly and splenomegaly at pediatric age by M. M. Kotovich, F. K. Manerov, E. V. Luchsheva

“…Frequency of hepatomegaly and/or splenomegaly of unspecified etiology was analyzed with correlation to outpatient clinic admission rate and results of routine inspections. Results. …”
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From Margin to Mainstream: Informal Street Vendors and Local Politics in Kolkata, India by Tathagata Chatterji, Souvanic Roy

“…A new, fragmented spatial structure has started emerging, with the middle classes and the globalizing segments of the economy, moving away to gated enclaves at the urban fringe. These changes are not isolated phenomenon, but rather symptomatic with the larger process of urban transformation and entwined with the political-economic change in the state level.…”
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Emoji-Driven Sentiment Analysis for Social Bot Detection with Relational Graph Convolutional Networks by Kaqian Zeng, Zhao Li, Xiujuan Wang

“…Subsequently, seven sentiment-based features are extracted to quantify statistical disparities in emotional expression patterns between bot and human accounts. An attention gating mechanism is further designed to dynamically fuse these sentiment features with user description, tweet content, numerical attributes, and categorical features. …”
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Substrate Temperature Effect on Structural Properties Of Bi2Te3 Thin Films by B.S. Jariwala, D.V. Shah, Vipul Kheraj

“…All deposition conditions like thickness, deposition rate and pressure were maintained throughout the experiment. …”
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Lattice Boltzmann simulation for phase separation with chemical reaction controlled by ultrasound field. by Heping Wang, Ying Lu

“…In this work, the phase separation behavior and pattern formation in binary fluids with chemical reactions controlled by ultrasonic radiation were systematically investigated. …”
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The Effect of Using Simulation Activities on Developing Algerian EFL Students’ Speaking and Listening Proficiency by Karima CHERGUI

“…Crystallising Comprehension, retaining long-term outcomes, and raising the rate of interest have put extra up-to-date demands on EFL teachers. …”
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Intersection passing strategies for human-driven and autonomous vehicles in mixed traffic using DEA. by Jiajun Shen, Zhipeng Zhou, Guanyu Fu, Yu Wang

“…Considering average speed, number of cars, penetration of automated vehicles, queuing pattern, left-turn rate, and number of buses as factors influencing intersection rights-of-way. …”
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A Tunnel Surface Diseases Detection Algorithm Based on YOLOv4 by LI Jia, QIU Xinhua, JI Yuwen

“…In the established surface image data set of high speed railway tunnel, the mAP reaches 65.1%, and the defect detection rate is 90.1%, which verifies the high efficiency of the algorithm.…”
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THE MONETARY POLICY IN COUNTRIES OF CENTRAL AND EASTERN EUROPE IN THE GLOBALIZATION CONTEXT: REGIMES AND TOOLS by M. YU. Golovnin

“…The evolution of monetary policy regimes in the CEE countries corresponds to the “bipolar pattern”. It is shown that countries with the extreme form of the exchange rate fixation demonstrate the best results in quiescent periods and are more affected by crises whereas countries with the inflation targeting regime are characterized by smoothed dynamics of macroeconomic indices. …”
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