Preference-based expensive multi-objective optimization without using an ideal point by Peipei Zhao, Liping Wang, Qicang Qiu

“…Abstract As a decision maker is not always interested in the entire Pareto front, a natural idea is to take into account user preferences in computationally expensive multi-objective optimization to focus on searching the preferred region. …”
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Exploring the State-of-the-Art Algorithms for Brain Tumor Classification Using MRI Data by Joice J Anish, D Ajitha

“…BT classification using MR scans may be accomplished using computer-aided design (CAD) systems by using digital image processing techniques including segmentation, classification, and pre-processing. …”
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Deep Reinforcement Learning-Based Two-Phase Hybrid Optimization for Scheduling Agile Earth Observation Satellites by Guanghui Zhou, Zhicheng Jin, Dongning Liu

“…A Markov decision process (MDP) is formulated as the foundational model for the DRL architecture. …”
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Classification of Salmon Freshness In Situ Using Convolutional Neural Network by Juan Miguel L. Valeriano, Carlos C. Hortinela

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n-gram-based approach to composer recognition by Jacek WOŁKOWICZ, Zbigniew KULKA, Vlado KEŠELJ

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DDANet: A deep dilated attention network for intracerebral haemorrhage segmentation by Haiyan Liu, Yu Zeng, Hao Li, Fuxin Wang, Jianjun Chang, Huaping Guo, Jian Zhang

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Long-Duration Optical Pulse Shaping and Complex Coding on SOI by H. P. Bazargani, M. Burla, Z. Chen, F. Zhang, L. Chrostowski, J. Azana

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Predicting risk for nocturnal hypoglycemia after physical activity in children with type 1 diabetes by Heike Leutheuser, Heike Leutheuser, Marc Bartholet, Alexander Marx, Alexander Marx, Alexander Marx, Marc Pfister, Marc Pfister, Marie-Anne Burckhardt, Marie-Anne Burckhardt, Sara Bachmann, Sara Bachmann, Julia E. Vogt, Julia E. Vogt

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Annotated tweet data of mixed Wolof-French for detecting obnoxious messages(Zenodo). by Ibrahima Ndao, Khadim Dramé, Gorgoumack Sambe, Gayo Diallo

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CyberReco:~Cybersecurity Workforce Readiness Recommender System by Ramoni Lasisi

“…CyberReco is built using natural language processing. We present a hierarchical-based framework that is composed of four components including, text preparation and normalization, keywords extraction and processing, similarity scores and skills computation, and a recommender component.…”
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VGGBM-Net: A Novel Pixel-Based Transfer Features Engineering for Automated Coffee Bean Diseases Classification by Muhammad Shadab Alam Hashmi, Azam Mehmood Qadri, Ali Raza, Saleem Ullah, Aseel Smerat, Changgyun Kim, Muhammad Syafrudin, Norma Latif Fitriyani

“…Although coffee is a crucial commodity for developing nations’ economies, processing defects can significantly impact the safety, commercial value, and quality of coffee beans. …”
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Real-Time Smoke Detection in Surveillance Videos Using an Enhanced RT-DETR Framework with Triplet Attention and HS-FPN by Lanyan Yang, Yuanhang Cheng, Fang Xu, Boning Li, Xiaoxu Li

“…The ADown module significantly reduces computational complexity, enabling real-time operation on devices with limited resources. …”
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Lightweight detection and segmentation of crayfish parts using an improved YOLOv11n segmentation model by Wei Shi, Jun Zhang, YunFan Fu, DanWei Chen, JianPing Zhu, ChunFeng Lv

“…Abstract Crayfish sub-part processing requires high precision and efficiency in complex environments; however, current methods often fail to effectively handle small anatomical structures and are unsuitable for edge-device deployment. …”
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COLD-12: A multi-level feature extraction hybrid CNN Model for accurate cotton disease diagnosis by Md. Asraful Sharker Nirob, Prayma Bishshash, A K M Fazlul Kobir Siam

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Real-time Sorting of Broiler Chicken Meat with Robotic arm: XAI-enhanced Deep Learning and LIME Framework for Freshness Detection by Mahamudul Hasan, Nishat Vasker, M. Saddam Hossain Khan

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Automated weed and crop recognition and classification model using deep transfer learning with optimization algorithm by K. Gopalakrishnan, R. Sivaraj, M. Vijayakumar

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Improved Polar Current Shell Algorithm for Ocean Current Retrieval from X-Band Radar Data by Yi Li, Zhiding Yang, Weimin Huang

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Engineered feature embeddings meet deep learning: A novel strategy to improve bone marrow cell classification and model transparency by Jonathan Tarquino, Jhonathan Rodríguez, David Becerra, Lucia Roa-Peña, Eduardo Romero

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Enhancing extractive multi-documents summarization with a novel dominating set model for semantic relationship detection by Said Yunus, Cengiz Hark, Fatih Okumuş

“…DSETS aims to inspire an alternative perspective on the computational text summarization method. The proposed framework distributes the processing load and reduces time complexity with the segmentation it applies, thus providing more scalable performance on large datasets. …”
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A Method of Word Sense Disambiguation with Recurrent Netural Networks by ZHANG Chunxiang, ZHOU Xuesong, GAO Xueyao

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