Hybrid ANFIS systems: Evaluation of bearing capacity of driven piles by Yan Peng, Haiquan Gao

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A Dual-band Planar Antenna for Wireless Local Area Network Applications by Yasser A. Fadhel

“…Simulation results for the input reflection coefficient, realized gain, and radiation pattern have been considered to evaluate their features. …”
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Leveraging CA-ANN modelling for SDGs alignment: Previse future land use patterns and their influence on Mirik Lake of sub-Himalayan Region by Md Ashif Ali, Saleha Jamal, Nilofer Wahid, Wani Suhail Ahmad

“…To forecast and determine possible land-use changes for the years 2030 and 2040, the Modules for Land Use Change Evaluation (MOLUSCE) plug-in Multilayer Perceptron-Artificial Neural Network (MLP-ANN) was trained with the factors DEM, aspect, slope, hillshade, proximity to built-up, waterbody, and road. …”
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Balancing central control and sensory feedback produces adaptable and robust locomotor patterns in a spiking, neuromechanical model of the salamander spinal cord. by Alessandro Pazzaglia, Andrej Bicanski, Andrea Ferrario, Jonathan Arreguit, Dimitri Ryczko, Auke Ijspeert

“…Unlike previous studies that often oversimplified the dynamics of the locomotor networks, our model includes detailed simulations of the classes of neurons that are considered responsible for generating movement patterns. …”
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Comprehensive bioinformatic profiling of matrix metalloproteinases and their inhibitors: Expression and interaction patterns in head and neck cancer toward predictive biomarkers an... by Rishaba Byju, Sredha Sunil, Sabari Sadhasivan, Rajesh Parsanathan

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Securing Automotive Networks from DoS and Fuzzy Attacks with Optimized LSTM Models by W. Beniel Dennyson, C. Jothikumar

“…Abstract Intelligently connected automobiles have come a long way thanks to the deep integration of cutting-edge networked gadgets and advancements in automotive technology. …”
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Compact Dual-Band Wearable Antenna for Wireless Body Area Network Applications by Farzad Mohajeri, Maryam Darabi

“…The antenna's performance was further evaluated on a phantom model of chest tissue, demonstrating stable operation over body tissues. …”
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An adaptive hexagonal deployment model for resilient wireless sensor networks in precision agriculture by Zhang Yinjun

“…Abstract This study presents an innovative hexagonal deployment model designed specifically for wireless sensor networks (WSNs) with a primary application in precision agriculture. …”
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Short Text Classification Based on Enhanced Word Embedding and Hybrid Neural Networks by Cunhe Li, Zian Xie, Haotian Wang

“…To improve the performance of short text classification, this paper proposes a Word2Vec-based enhanced word embedding method and exhibits the design of a dual-channel hybrid neural network architecture to effectively extract semantic features. …”
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Spatial attention-guided pre-trained networks for accurate identification of crop diseases by Satrughan Kumar, S. S. Aravinth, Sreedhar Kollem, Munish Kumar, Quadri Noorulhasan Naveed, Azath Mubarakali, Abhishek Bhattacherjee, Addisu Frinjo Emma

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Comparative Analysis of Linear Regression and Neural Network Algorithms for Stock Price Prediction by Eldrianto Christian Wibowo, Ariya Dwika Cahyono

“…The experimental results show that the Linear Regression model consistently produces more accurate predictions with lower error values compared to the Neural Network. Although Neural Networks are more flexible in capturing non-linear patterns, Linear Regression demonstrates greater stability under market conditions present in the observed data period.…”
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A Multi‐Scale Time Adaptive Fusion Network for Transformer Fault Diagnosis by XuMing Liu, XiaoKun He, YongLin Li

“…The adaptive high‐order hybrid network (AHOHN) module then fuses multi‐scale temporal data with transformer features using a hybrid attention mechanism, extracting temporal variation patterns. …”
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A temporal approach to urban crime forecasting using recurrent neural networks by Juan Pablo Perez Leal, Andrés Sebastián Ríos, David Romo-Bucheli

“… This study investigates the use of Recurrent Neural Networks (RNNs) and Long ShortTerm Memory (LSTM) networks to predict crime patterns in Bucaramanga, Colombia. …”
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Capsule network approach for monkeypox (CAPSMON) detection and subclassification in medical imaging system by M. Nuthal Srinivasan, Mohamed Yacin Sikkandar, Maryam Alhashim, M. Chinnadurai

“…Abstract In response to the pressing need for the detection of Monkeypox caused by the Monkeypox virus (MPXV), this study introduces the Enhanced Spatial-Awareness Capsule Network (ESACN), a Capsule Network architecture designed for the precise multi-class classification of dermatological images. …”
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Predictive Modeling of Urban Travel Demand Using Neural Networks and Regression Analysis by Muhammed Ali Çolak, Osman Ünsal Bayrak

“…Additionally, a macro-level simulation was conducted using VISUM (Release 18.2.22) software to evaluate the current transportation network and assess the potential impacts of proposed improvement scenarios. …”
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Time-Course Renal and Pulmonary Injury Analysis and Bioinformatics Screening of Core Pathogenic Genes and Immune Cell Infiltration Patterns in a Sepsis by Apizi A, Li J, Kamilijiang P, Yang CB, Wang ZK, Chai RF, Yu ZX

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Criminal emotion detection framework using convolutional neural network for public safety by Jay Raval, Nilesh Kumar Jadav, Sudeep Tanwar, Giovanni Pau, Fayez Alqahtani, Amr Tolba

“…In this paper, we proposed a collaborative approach to detect crime patterns and criminal emotions with the aim of enhancing judiciary decision-making. …”
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Rice Leaf Nutrient Deficiency Classification System Using CAR-Capsule Network by M. Amudha, K. Brindha

“…The training and evaluation datasets are sourced from Kaggle, a freely accessible data platform. …”
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Systematic protection and restoration of water bodies in collapse areas based on surface runoff regulation by Shaogang LEI, Yufan XU, Mian ZHANG, Dongxing CHEN, Xia HUA, Dong GUO

“…The main technical contents include: Analysis of surface runoff network using precision DEM Various water body identification and precise monitoring of water surface elevation, construction of water connected corridor network and evaluation of hydrodynamic enhancement effect, calculation of suitable range of water vegetation buffer zone, spatial identification of missing vegetation buffer zone, evaluation of water protection and restoration effect, and other technical aspects. …”
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Evolution characteristics and invulnerability simulation analysis of global zirconium ore trade network by Fanjie Luo, Wei Liu, Mao Xu, Qunyi Liu, Junbo Wang

“…The burgeoning demand for zirconium, driven by the rapid development of smart devices, low-carbon energy technologies, and other emerging industries, underscores the importance of understanding the dynamics of its global trade network. However, the evolutionary patterns of the international zircon ore trade network and its resilience to disruptions remain unclear. …”
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