SPYDER: QoS-Aware Radio Resource Allocation in Multiuser ISAC-Capable C-V2X Networks by Syed Najaf Haider Shah, Aamir Ullah Khan, Christian Schneider, Joerg Robert

“…The findings highlight the SPYDER grid’s efficiency, robustness to interference, and minimal resource occupancy, making it suitable for next-generation C-V2X networks.…”
Get full text

Trade-off/Synergy Networks and Threshold Effects in Different Ecosystem Service Bundles of the Pearl River Delta Region by Li Ting, Li Zhiwen, Chen Dengshuai, Li Huixia, Xu Haofan

“…In this study, the Integrated Valuation of Ecosystem Services and Trade-Offs model was used to evaluate ecosystem services in the Pearl River Delta region. …”
Get full text

Evaluating the effects of climate-induced heatwaves on the thermal dynamics and water quality of a deep reservoir in Portugal by Manuel Almeida, Senlin Zhu, Rita M. Cardoso, Pedro M.M. Soares, Pedro Coelho

Get full text

StyleGraph: A Heterogeneous Graph Neural Framework for Stylistic and Semantic Rumor Detection on Social Media by Haider Jaffar, Ali Mohades, Mohammad Ebrahim Shiri

“…StyleGraph was evaluated using Graph Convolutional Networks (GCNs), Graph Attention Networks (GATs), and Cluster GCNs on the PHEME dataset under both 5-event and 9-event settings. …”
Get full text

Spatiotemporal evaluation of irrigation groundwater quality in Hungarian agricultural sites using hydrochemical and machine learning approaches by Musaab A. A. Mohammed, Norbert P. Szabó, Viktória Mikita, Péter Szűcs

“…The research integrates hydrochemical assessment with machine learning to enhance the spatiotemporal evaluation of irrigation water quality. Groundwater samples from the Debrecen area (2019–2024) were analyzed using Hierarchical Cluster Analysis (HCA), irrigation indices (SAR, Na%, IWQI), and Self-Organizing Maps (SOMs) to understand spatial and temporal patterns. …”
Get full text

Fracturing effects evaluation and gas water production characteristics analysis at different layers of surface horizontal wells by Mingqiang LI, Chunhui YE, Tengfei CAO, Ke YANG, Zhainan ZHANG, Wenjie LIU

“…Based on micro-seismic monitoring, the differences in the fracturing effects of the U1 and U2 wells were analyzed from the perspectives of the plane and height parameters of the fracture network and the types of fractures. A technical method for evaluating the effect of hydraulic fracturing in surface horizontal wells was initially formed by combining fracturing construction parameters with micro-seismic monitoring results. …”
Get full text

Evaluating the Impact of Oral Contraceptives on Pancreatic Cancer Risk: A Two-Sample Mendelian Randomization Analysis by Yuxin Tang, Yu Zhang, Shuaiyi Wang, Xinyi Shi, Xinjia Ruan, Yu Cheng, Fangrong Yan, Tiantian Liu

Get full text

Supply-Demand Matching Evaluation and Coupling Coordination of Cultural Ecosystem Services in Urban Park Green Spaces by Yang YU, Xian YANG, Xiang LI, Liyuan QIAN, Sixiang ZHOU

“…Finally, based on the combined results of the supply-demand matching evaluation and the coupling coordination analysis, optimization strategies for CES in Chengdu’s park green spaces are proposed at the subarea level.ResultsThe comprehensive supply level of CES in Chengdu’s park green spaces exhibits a cluster distribution pattern that is “higher in the south, and lower in the north”, with high-value areas concentrated in the central and southwestern parts of the main urban area, and low-value areas mainly distributed in the northeastern part. …”
Get full text

Fusion of Sentiment and Market Signals for Bitcoin Forecasting: A SentiStack Network Based on a Stacking LSTM Architecture by Zhizhou Zhang, Changle Jiang, Meiqi Lu

Get full text

Evaluating the level of digitalization of the innovation process with artificial intelligence approach in the digital transformation of knowledge-based companies by ali Bagheri, reza radfar, sepehr ghazinoory

“…In adaptive neural fuzzy inference, the network separation method or lookup table (PG) was used in MATLAB 2023 software. …”
Get full text

Graph convolutional neural networks improved target-specific scoring functions for cGAS and kRAS in virtual screening by Bo Wang, Muhammad Junaid, Wenjin Li

“…This indicates that the graph convolutional network can be generalized to the prediction of heterogeneous data based on the complex patterns of molecular protein binding that have been learned. …”
Get full text

Exploring Solar Granulation: from IMaX/SUNRISE to DKIST by Reza Mansouri, Rafal Angryk, Kevin Reardon

Get full text

Raw-Data Driven Functional Data Analysis with Multi-Adaptive Functional Neural Networks for Ergonomic Risk Classification Using Facial and Bio-Signal Time-Series Data by Suyeon Kim, Afrooz Shakeri, Seyed Shayan Darabi, Eunsik Kim, Kyongwon Kim

“…The proposed model introduces a novel adaptive basis layer composed of micro-networks tailored to each individual time-series feature, enabling end-to-end learning of discriminative temporal patterns directly from raw data. …”
Get full text

Use of Educational Animated Videos by Kidney Transplant Seekers and Social Network Members in a Randomized Trial (KidneyTIME) by Liise K. Kayler, Jing Nie, Anne Solbu, Maria Keller, Matthew Handmacher

“…Animated video could improve the reach of health education to kidney transplant (KT) seekers and their social network. Usage outcomes are rarely considered. This exploratory study aims to investigate use patterns of an animated video-based intervention (<i>KidneyTIME</i>) and examined associations with patient characteristics. …”
Get full text

Modelling of agricultural land dynamics using artificial neural networks and geospatial analysis in Melur Taluk, Tamil Nadu, India by Gowthaman M S, Murugasan R, Srinivasa Raju K, Makendran C

“…The artificial neural network (ANN) time series framework was used to study previous and future trends by evaluating historical data and forecasting patterns in socio-economic and other physical and environmental variables. …”
Get full text

Empirical classification of fatigue-induced physiological tremor in robot-assisted manipulation tasks using BiLSTM-GRU network by Poongavanam Palani, Siddhant Panigrahi, Gunarajulu Renganathan, Yuichi Kurita, Asokan Thondiyath

“…On the master end, the participants were seated comfortably and asked to trace the patterns embedded over an image of an organ that was displayed on the screen. …”
Get full text

Enhanced safety assessment on tunnel excavation via refined rock mass parameter identification by Hongwei Huang, Tongjun Yang, Jiayao Chen, Zhongkai Huang, Chen Wu, Jianhong Man

“…This elucidates the impact patterns of these parameters and their coupling states on the safety factor. …”
Get full text

Influence of Regional PM2.5 Sources on Air Quality: A Network-Based Spatiotemporal Analysis in Northern Thailand by Khuanchanok Chaichana, Supanut Chaidee, Sayan Panma, Nattakorn Sukantamala, Neda Peyrone, Anchalee Khemphet

“…Trophic coherence analysis was used to evaluate the hierarchical structure and seasonal stability of the resulting networks. …”
Get full text

Deep vision-based real-time hand gesture recognition: a review by Cui Cui, Mohd Shahrizal Sunar, Goh Eg Su

“…The choice of evaluation metrics and dataset is critical since different tasks require different evaluation parameters, and the model learns more patterns and features from diverse data. …”
Get full text

Music audio emotion regression using the fusion of convolutional neural networks and bidirectional long short-term memory models by Yi Qiu, Yu Lin, Yun Lin

“…This research presents an innovative model that combines convolutional neural networks (CNNs) with bidirectional long short-term memory (BiLSTM) networks to analyze and predict the emotional impact of musical audio. …”
Get full text