Normalised Diagnostic Contribution Index (NDCI) Integration to Multi Objective Sensor Optimisation Framework (MOSOF)—An Environmental Control System Case by Burak Suslu, Fakhre Ali, Ian K. Jennions

“…Validation against the Minimum Redundancy Maximum Relevance (mRMR) method highlights the distinct advantage of NDCI by identifying an optimal set of three sensors compared to mRMR’s six-sensor solution, and MOSOF’s multi-objective insertion enhances sensor deployment for different stakeholders. …”
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Where We Rate: The Impact of Urban Characteristics on Digital Reviews and Ratings by Özge Öztürk Hacar, Müslüm Hacar, Fatih Gülgen, Luca Pappalardo

“…In urban environments, eating and drinking out (EDO) is a widespread activity among residents and visitors, generating a wealth of digital footprints that reflect consumer experiences. …”
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Patient preferences for treatments in hormone receptor-positive/HER2-negative metastatic breast cancer in Italy: a discrete choice experiment study by Grazia Arpino, Carmine De Angelis, Lorenzo Gerratana, Matteo Lambertini, Sarah Igidbashian, Rosanna Gramigna, Xavier Guillaume

“…Therefore, understanding how patients evaluate various treatment attributes and how these change in different clinical situations is fundamental toward the choice of optimal therapeutic strategies for treating metastatic HR + HER2 − Stage IV patients. …”
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Pharmacotherapy of Psychotic Disorders in Türkiye: Insights From a National Prescription Database by Sena Türkeş, Aybeniz Civan Kahve, Taner Çin, Esra Şafak Yılmaz, Hakkı Gürsöz, Süreyya Barun

“…Although antipsychotic medications represent the mainstay of treatment, prescribing practices can vary based on patient characteristics and across different countries. Currently, national epidemiological data on psychotropic prescribing patterns in Türkiye are lacking, and understanding these variations is crucial for informing treatment guidelines and optimizing patient care. …”
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Experimental Investigation of the Effect of Solvent Type and Its Concentration on the Performance of ES-SAGD by Sajjad Esmaeili, Brij Maini, Zain Ul Abidin, Apostolos Kantzas

“…A linear sand pack is used to evaluate different propane/butane compositions, maintaining constant operational conditions and a solvent concentration of 15 vol.%. …”
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The analysis of sculpture image classification in utilization of 3D reconstruction under K-means++ by Xuhui Wang

“…This module learns and generates an attention map, which guides the model on which areas of the image to focus on in subsequent processing. …”
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PV Module Soiling Detection Using Visible Spectrum Imaging and Machine Learning by Boris I. Evstatiev, Dimitar T. Trifonov, Katerina G. Gabrovska-Evstatieva, Nikolay P. Valov, Nicola P. Mihailov

“…Even though photovoltaic (PV) installations are considered to require very little maintenance, their efficient exploitation relies on accounting for certain environmental factors that affect energy generation. One of these factors is the soiling of the PV surface, which could be observed in different forms, such as dust and bird droppings. …”
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Recent advances of engineering cell membranes for nanomedicine delivery across the blood–brain barrier by Shengnan Yuan, Dehong Hu, Duyang Gao, Christopher J. Butch, Yiqing Wang, Hairong Zheng, Zonghai Sheng

“…By integrating mechanistic insights with translational perspectives, this review provides a clear conceptual and technological foundation for the development of next-generation CNS-targeted nanotherapeutics.…”
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A Comparative Study of Advanced Oxidation Processes for the Removal of the Antibiotic Sulfadoxine from Water—Transformation Products and Toxicity by Panagiotis A. Bizirtsakis, Kyriaki Anagnostopoulou, Vasilis C. Sarasidis, Panagiota Petsi, Alexandra Moschona, Konstantinos V. Plakas, Dimitra A. Lambropoulou

“…Advanced Oxidation Processes (AOPs) offer promising methods to degrade such pollutants in water, though they may generate more toxic by-products. This study evaluates three AOPs with different hydroxyl radical generation principles: the Fenton reagent (H₂O₂/Fe²⁺), hydrogen peroxide photolysis (UV-C/H₂O₂), and heterogeneous photocatalysis (UV-A/TiO₂). …”
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Stochastic Cournot Model for Coordinated Strategic Bidding of Wind-Storage Systems by Swati Gupta, Bharat Bhushan Sharma, Pawan Kumar Pathak, Vivek Prakash, Sandeep Chawda, Sachin Sharma

“…However, the inherent variability of wind generation introduces challenges, including potential penalties for deviations in energy output. …”
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Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks by Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul Siddique, Md. Nazmul Islam, Iqbal H. Sarker

“…Using three text embedding techniques (Word2Vec, GloVe and FastText) and combinations of different hyperparameters, 90 embedding models are created in this study. …”
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CrackdiffNet: A Novel Diffusion Model for Crack Segmentation and Scale-Based Analysis by Yunlong Song, Yumeng Su, Shiying Zhang, Ruilin Wang, Youling Yu, Weiping Zhang, Qi Zhang

“…To comprehensively evaluate the model’s performance, the dataset was categorized, and a detailed analysis of crack width errors was conducted for different regions. …”
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The Impact of Photovoltaic on Permanent Grassland Composition and Productivity in Central Italy by Michele Moretta, Riccardo Rossi, Gloria Padovan, Nicolina Staglianò, Enrico Palchetti, Marco Bindi, Pietro Elia Campana, Marco Moriondo

“…These results emphasize the critical influence of shading in AV systems, providing insights for optimizing pasture management and crop selection to increase productivity under different light conditions. …”
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Analysis of Stirling engine’s performance in recovering waste heat from wood pellet, coconut husk and bagasse by Nik Kechik Mujahidah NIK ABDUL RAHMAN, Syamimi SAADON, Abd Rahim ABU TALIB, Ezanee GIRES, Hanim SALLEH, Nasser ABDELLATIF

“…Parametric analysis using different regenerator porosities, engine speeds and working fluid gases were also carried out to determine the optimal Stirling engine’s performance. …”
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Intelligent Reflecting Surface-Assisted Wireless Communication Using RNNs: Comprehensive Insights by Rana Tabassum, Mohammad Abrar Shakil Sejan, Md Habibur Rahman, Md Abdul Aziz, Hyoung-Kyu Song

“…In IRS-assisted communication systems, accurate channel estimation is crucial for optimizing signal transmission and achieving high spectral efficiency. …”
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CBCT-to-CT synthesis using a hybrid U-Net diffusion model based on transformers and information bottleneck theory by Can Hu, Ning Cao, Xiuhan Li, Yang He, Han Zhou

“…By leveraging the self-attention mechanism, our model automatically focuses on different regions of the image during generation, aiming to better capture global features. …”
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Water quality prediction and carbon reduction mechanisms in wastewater treatment in Northwest cities using Random Forest Regression model by Jingjing Sun, Xin Guan, Xiaojun Sun, Xiaojing Cao, Yepei Tan, Jiarong Liao

“…By utilizing online monitoring data from pilot systems, it conducts an in-depth analysis of the impacts of different wastewater treatment processes on water quality parameters. …”
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DECISION MAKING ANALYSIS OF MAINTENANCE STRATEGY TO RESPOND CHF 6 AND CHF 7 OPERATIONS by Gito Wijaya, Pri Hermawan

“…Decision making to select the best alternative was conducted using Simple Multi Attribute Rating Technique (SMART) which will evaluate and compare alternatives with multiple attributes involved while each attribute represents a different aspect or criteria that matters in the decision. …”
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XAI-Based Photovoltaic Energy Management Framework for Smart Cities by Malini Alagarsamy, Umamaheswari Rajasekaran, Sriram Ganesan, Ramyavarshini Palanivel

“…It also aids in site selection for high-budget PV-plant installations. We used two different datasets for training and benchmarking the Recursive Multistep GHI Forecasting Model (RMGFM). …”
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Exploring ChatGPT’s Efficacy in Orthopaedic Arthroplasty Questions Compared to Adult Reconstruction Surgeons by Benjamin Nieves-Lopez, BS, Clayton Wing, MD, Bryan D. Springer, MD, Keith T. Aziz, MD

“…Methods: A total of 299 questions from the Adult Reconstruction self-assessment on OrthoBullets were evaluated using ChatGPT 4. Performance was analyzed across different question categories and compared with the performance of an Adult Reconstruction Fellow and Senior level attending arthroplasty surgeon with a Chi-square test. …”
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