Grape vine (Vitis vinifera) yield prediction using optimized weighted ensemble machine learning approach by Nobin Chandra Paul, Pratapsingh S. Khapte, Navyasree Ponnaganti, Sushil S. Changan, Sangram B. Chavan, K. Ravi Kumar, Dhananjay D. Nangare, K. Sammi Reddy

“…A diverse set of machine learning (ML) models, including Random Forest (RF), Artificial Neural Network (ANN), Extreme Gradient Boosting (XgBoost), Support Vector Regression (SVR), Gaussian Process Regression (GPR), Cubist and Multivariate Adaptive Regression Splines (MARS), were employed to model the grapevine yield. …”
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Volcanic geoheritage in Arequipa, Southern Peru: Assessment of pilot geosites for geohazard resilience by Carla Arias, Benjamin Van Wyk de Vries, Rigoberto Aguilar, Jersy Mariño, Kevin Cueva, Nélida Manrique, Bilberto Zavala, Andy Ancalle

“…Additionally, degradation risks have been evaluated to implement appropriate geoconservation measures and address potential threats according to their urgency. …”
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Demonstration Platform to Emulate Cognitive GEO-LEO Dual Satellite System by Kithmini Weththasinghe, Ying He, Quynh Tu Ngo, Beeshanga Jayawickrama, Eryk Dutkiewicz

“…Cognitive radio technology represents a transformative advancement in modern telecommunications, enabling real-time adaptation and optimisation of communication systems through sensing, analysis, and decision-making. …”
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Sensory-based intervention in improving sensory processing, social, and play skills among children on the autism spectrum: a systematic review by Dzalani Harun, Hanizah Mohd Ali Piah, Farahiyah Wan Yunus, Hanif Farhan Mohd Rasdi

“… Introduction: Sensory-based intervention (SBI) is commonly implemented by occupational therapists for children on the autism spectrum. …”
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Real-Time Harmonic Pollution Evaluation Considering Multiple Dynamic Customers by Shaohua Yang, Keng-Weng Lao, Hongxun Hui, Yulin Chen, Ningyi Dai

“…By doing so, the major harmonic contributor can be identified for implementing harmonic suppression and improving power quality. …”
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Efficient Urban Tree Species Classification via Multirepresentation Fusion of Mobile Laser Scanning Data by Yinchi Ma, Peng Luan, Yujie Zhang, Bo Liu, Lijie Zhang

“…The core architecture features an adaptive hierarchical sampling module extracting multiscale geometric features, followed by a cross-view fusion module that implements stagewise fusion of 3-D structural information with 2-D representations. …”
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Cybersecurity in Connected and Autonomous Vehicles: A Systematic Review of Automotive Security by Rafael Abreu, Frederico Branco, Manuel J. Cabral S. Reis, Carlos Serodio

“…It underscores the need for adaptive cybersecurity frameworks to address evolving threats and highlights the importance of collaboration between academia and industry. …”
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Robust integral super-twisting controller for enhanced photovoltaic integration with hybrid battery and supercapacitor storage in DC microgrid by Ridha Benadli, Azeddine Houari, Nadia Ait-Ahmed, Saad Motahhir, Adrian Augustin Pop, Soumia El Hani

“…Conventional control methods are particularly difficult to implement in order to reduce start-up time with minimum overshoot, resulting in a significant disturbance of the DC bus voltage. …”
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A Four‐Dimensional Variational Informed Generative Adversarial Network for Data Assimilation by Wuxin Wang, Boheng Duan, Weicheng Ni, Jingze Lu, Taikang Yuan, Dawei Li, Juan Zhao, Kaijun Ren

“…Additionally, we incorporate a 4DVar‐based adaptive adjustment to the output of the proposed model's analysis increment‐generating component, which promotes reasonable stabilization. …”
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Model Reduction and Chattering Mitigation in Multi-Model Predictive Control for Quadrotor UAVs by Ghulam E. Mustafa Abro, Sufyan Ali Memon, Saddaf Rubab, Kaznah Alshammari, Faheem Khan

“…To improve performance, we implement an adaptive gain scheduling algorithm to mitigate the chattering effect frequently seen in multi-model approaches. …”
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The impact of legislative regulation on animal epidemic prevention and control input: evidence from 13 main provinces of pig production in China by Wei Liu, Wei Liu, Jianping Tao, Jianping Tao

“…Governments should intensify legal literacy initiatives, enhance farmers' regulatory awareness, implement regionally differentiated prevention measures, strengthen adaptive enforcement capacities, and ultimately realizing synergistic welfare gains across economic, biosecurity, and animal wellbeing domains.…”
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MANAGEMENT OF GEOPOLITICAL RISKS OF ENTERPRISES IN THE TOURISM AND HOSPITALITY INDUSTRY IN UKRAINE by Larysa Obolentseva, Maksym Tonkoshkur, Anna Sokolenko

“…Moreover, the study emphasises the significance of collaboration between the public and private sectors in implementing national-level risk management programmes. …”
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Real-Time Dolphin Whistle Detection on Raspberry Pi Zero 2 W with a TFLite Convolutional Neural Network by Rocco De Marco, Francesco Di Nardo, Alessandro Rongoni, Laura Screpanti, David Scaradozzi

“…Specifically, a CNN model previously developed for classifying dolphins’ vocalizations and originally implemented with TensorFlow was converted to TensorFlow Lite (TFLite) with architectural optimizations, reducing the model size by 76%. …”
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Full-waveform Small-footprint LiDAR Multi-target Echo Waveform Lightweight Detection by Spatio-temporal Coupling Models by Zhen XIAO, Yanfeng GU, Yanze JIANG, Xian LI

“…The technical contributions include constructing a spatiotemporal coupling echo signal model that captures the spatiotemporal characteristics of echo transmission, implementing model-driven lightweight waveform parameter estimation through double Gaussian function superposition fitting, and introducing an adaptive correlation discrimination method based on a signal-to-noise ratio approach. …”
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Some effects of a modern university educational environment informatization by T. N. Noskova, T. B. Pavlova, O. V. Yakovleva

“…A large part of students show a high autonomy in the information educational environment, but also demands implementing individualized information and communication educational request. …”
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Aging-Invariant Sheep Face Recognition Through Feature Decoupling by Suhui Liu, Chuanzhong Xuan, Zhaohui Tang, Guangpu Wang, Xinyu Gao, Zhipan Wang

“…Precise recognition of individual ovine specimens plays a pivotal role in implementing smart agricultural platforms and optimizing herd management systems. …”
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Bayesian optimization with Optuna for enhanced soil nutrient prediction: a comparative study with genetic algorithm and particle swarm optimization by Bamidele A. Dada, Nnamdi I. Nwulu, Seun O. Olukanmi

“…Further research will be conducted on reinforcement learning for adaptive searching, multi-objective optimization, and the facilitation of hyperparameter tuning to develop more precise models for predicting soil nutrients.…”
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Research methodology for analyzing transformation of higher pedagogical education today by Pisareva, Svetlana A., Tryapitsina, Alla P.

“…By examining transformation practices in a specifi c context, researchers can select appropriate scenarios (analog, adaptive, innovative) and develop prospective assessments. …”
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A Semi-Supervised Multi-Region Segmentation Framework of Bladder Wall and Tumor with Wall-Enhanced Self-Supervised Pre-Training by Jie Wei, Yao Zheng, Dong Huang, Yang Liu, Xiaopan Xu, Hongbing Lu

“…Contrast consistency and reconstruction observation losses are introduced to constrain the model to enhance the bladder walls, and adaptive learning rate and post-processing techniques are implemented to further improve segmentation performance. …”
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Capital investments as an object of financial controlling by S.M. Ratushnyi

“…The purpose of the article is to evaluate theoretical approaches to the determination of capital investments, to analyze the dynamics of capital investment indicators in the country as a prerequisite for identifying the influence of external and internal environmental factors on the investment activity of enterprises, and to justify the need to implement financial controlling tools by business entities. …”
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