Unsupervised feature selection and class labeling for credit card fraud by Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar

“…In the context of fraud detection, such as credit card fraud, these challenges are compounded by privacy concerns and high class imbalances, which severely degrades classification performance of machine learning models. In this paper, we present a fully unsupervised approach that combines SHapley Additive exPlanations (SHAP) for feature selection with an autoencoder based method for generating class labels for a widely used credit card fraud detection dataset. …”
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Feature Selection Techniques for Enhancing App User Review Analysis by Amran Salleh, Mohd Hafeez Osman, Sa'Adah Hassan, Mar Yah Said

“…The rapid growth of user-generated content, particularly app user reviews, presents a significant challenge in analyzing and extracting useful insights. …”
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MFAN: Multi-Feature Attention Network for Breast Cancer Classification by Inzamam Mashood Nasir, Masad A. Alrasheedi, Nasser Aedh Alreshidi

“…This paper presents a new Multi-Feature Attention Network (MFAN) for breast cancer classification that works well for small lesions and similar contexts. …”
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Feature pyramid attention network for audio‐visual scene classification by Liguang Zhou, Yuhongze Zhou, Xiaonan Qi, Junjie Hu, Tin Lun Lam, Yangsheng Xu

“…The authors present a feature pyramid attention network (FPANet) for audio‐visual scene understanding, which extracts semantically significant characteristics from audio‐visual data. …”
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SLFCNet: an ultra-lightweight and efficient strawberry feature classification network by Wenchao Xu, Yangxu Wang, Jiahao Yang

“…Methods In this study, we have developed a lightweight model capable of real-time detection and classification of strawberry fruit, named the Strawberry Lightweight Feature Classify Network (SLFCNet). This innovative system incorporates a lightweight encoder and a self-designed feature extraction module called the Combined Convolutional Concatenation and Sequential Convolutional (C3SC). …”
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Complementarity-Oriented Feature Fusion for Face-Phone Trajectory Matching by Changfeng Cao, Wenchuan Zhang, Hua Yang, Dan Ruan

“…The latent features from both transforming directions are concatenated in the Feature Unifying (FU) module and fed into a binary face-phone trajectory matching discriminator (FPTPMD) to infer whether a face-phone trajectory pair corresponds to the same underlying motion trajectory. …”
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Optical Camera Characterization for Feature-Based Navigation in Lunar Orbit by Pierluigi Federici, Antonio Genova, Simone Andolfo, Martina Ciambellini, Riccardo Teodori, Tommaso Torrini

“…This study presents a navigation framework for optical image processing aimed at supporting the autonomous operations of lunar orbiters. …”
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An Unusual Case of Neurogenic Orthostatic Hypotension Without Parkinsonian Features by Betul Gok Yavuz, Darian Fard, Asma Malik

“…The condition of nOH is often seen in Parkinson disease or Parkinson plus syndromes. We present an unusual presentation of a patient with nOH who had no parkinsonian features but once started on norepinephrine agonism improved dramatically.…”
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Benign Acute Childhood Myositis: Evaluation of Clinical and Laboratory Features by Ecem İpek Altınok, Emine Yurdakul Ertürk, Taner Kasar, Ceren Yapar Gümüş, Volkan Altınok

“…This study evaluates the clinical presentation and laboratory findings of 14 pediatric BACM cases to better understand their features and facilitate differentiation from serious neurological conditions like Guillain-Barré syndrome. …”
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Clinic morphological features of Goodpasture’s syndrome manifested with respiratory disorders by Yu. M. Mostovoy, A. V. Demchuk, T. V. Konstantynovych, N. O. Pentiuk, L. V. Blazhevska

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Features of Conceptualization of Wine Drinking Situation in the Works of N. S. Leskov by O. A. Dimitrieva

“…The features of the presentation of the situation of drinking in the works of N. …”
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PATHOGENESIS, CLINICAL AND LABORATORY FEATURES OF CHRONIC INFLAMMATORY DEMYELINATING POLYNEUROPATHY by R. A. Gapeshin, E. R. Barantsevich, A. A. Yakovlev

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Masked face matching benefits from isolated facial features. by Mengying Zhang, Melanie Sauerland, Anna Sagana

“…Interestingly, the benefit of showing an isolated facial feature was even present when that single feature was the mouth. …”
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YLOMF: You Look Once for Multi-Feature—A Multi-Feature Multi-Task Network for Intelligent Real-Time Perception in Autonomous Driving by B. N. Anoop, S. K. Abhilash, Venu Madhav Nookala, S. Prita, S. Raghavendra

“…In the era of Industry 4.0, intelligent driving assistance systems offer a transformative solution to mitigate human errors, particularly those caused by fatigue or drowsiness. This study presents You Look Once for Multi-Feature(YLOMF), a novel single-stage, vision-based hierarchical model for autonomous driving. …”
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Silver-Russell syndrome: phenotype features and oral health status by Paula Piekoszewska-Ziętek, Aneta Witt-Porczyk, Krystyna Chrzanowska, Małgorzata Zadurska, Dorota Olczak Kowalczyk

“…Conclusions Patients with Silver-Russell syndrome present themselves with features that affect oral health. …”
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Clinical and Molecular Features of Patients With Congenital Disorders of Glycosylation in Japan by Nobuhiko Okamoto, Machiko Kadoya, Yoshinao Wada

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Unique pathological features and drug resistance patterns in cutaneous tuberculosis by Yuejiao Liu, Runrui Wu, Junjun Liu, Jinlong Dai, Dongxu Liu, Yadong Liu, Yumei Liang, Wen Chen

“…Cutaneous tuberculosis (CTB), a rare manifestation of extrapulmonary tuberculosis, often presents diagnostic challenges in clinical settings due to its atypical presentation. …”
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Hashimoto’s Encephalopathy: Clinical Features, Therapeutic Strategies, and Rehabilitation Approaches by Nicola Manocchio, Valerio Massimo Magro, Livio Massaro, Andrea Sorbino, Concetta Ljoka, Calogero Foti

“…Hashimoto’s encephalopathy (HE), also known as steroid-responsive encephalopathy associated with autoimmune thyroiditis (SREAT), is an autoimmune disorder with heterogeneous presentation that poses diagnostic challenges. This review synthesizes the current literature to clarify the clinical, laboratory, and radiological features of SREAT/HE, including the diagnostic utility of thyroid peroxidase (TPO) antibodies, cerebrospinal fluid (CSF) abnormalities, and neuroimaging findings. …”
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Psoriasis in children: clinical features and treatment modalities in Erbil city by Hussein Mahmood Mohammed, Mohammed Yousif Saeed

“…The purpose of this study was to identify clinical features and treatment modalities of psoriasis in children in Erbil city. …”
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FEATURES OF DIAGNOSTICS AND TREATMENT OF IMPACTED TEETH (A LITERATURE REVIEW) by P.S. Flis, L.O. Brodetska

“…The issues of the impacted teeth diagnostics, clinical manifestations and treatment features in young children have been studied according to the literature sources data; the significant rate of impacted mandibular third molars (up to 22%), maxillary third molars (up to 18%) and maxillary canines (4%) has been determined. …”
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