Predicting drug-target interactions using machine learning with improved data balancing and feature engineering by Md. Alamin Talukder, Mohsin Kazi, Ammar Alazab

“…The framework leverages comprehensive feature engineering, utilizing MACCS keys to extract structural drug features and amino acid/dipeptide compositions to represent target biomolecular properties. …”
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Using Permutation-Based Feature Importance for Improved Machine Learning Model Performance at Reduced Costs by Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

“…Our experiments covered six diverse Software Fault Prediction (SFP) datasets, encompassing various software features, application domains, and defect patterns, to evaluate the approach’s generalizability and effectiveness. …”
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Subdivision of river channel sand micro-scale facies with feature attention spatio-temporal network by Ruipu Zhao, Lili Zeng, Chendong Fu, Xiaoqing Zhao

“…Based on deep learning techniques, we propose a network that combines feature attention and spatio-temporal feature extraction. …”
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Aerial Biological Target Classification Based on Time–Frequency Multi-Scale Feature Fusion Network by Lianjun Wang, Rui Wang, Weidong Li, Jiangtao Wang, Yujia Yan, Cheng Hu

“…The third module is the adaptive feature fusion attention module, which captures the correlation between features to adjust feature weights and achieve the fusion of different feature types with varying representations. …”
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Parkinson disease detection based on in-air dynamics feature extraction and selection using machine learning by Jungpil Shin, Abu Saleh Musa Miah, Koki Hirooka, Md. Al Mehedi Hasan, Md. Maniruzzaman

“…While this method can capture broad patterns, it has several limitations, including a lack of focus on dynamic change, oversimplified feature representation, a lack of directional information, and missing micro-movements or subtle variations. …”
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Prognostic feature based on androgen-responsive genes in bladder cancer and screening for potential targeted drugs by Jiang Zhao, Qian Zhang, Cunle Zhu, Wu Yuqi, Guohui Zhang, Qianliang Wang, Xingyou Dong, Benyi Li, Xiangwei Wang

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Biogeographical and Ecological Patterns of the Bryophytic Flora Inhabiting the Small Islands Surrounding the Italian Peninsula, Sicily and Sardinia by Silvia Poponessi, Michele Aleffi, Annalena Cogoni, Antonio De Agostini

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Clinical and Trichoscopic Patterns of Discoid Lupus Erythematosus of Scalp in Patients with Systemic Lupus Erythematosus: An Observational Study by Shivani Bhardwaj, Dincy Peter, Leni George, Anu A. George, Gauri D. Mahabal, Susanne Pulimood, Debashish Danda, Ramya Janardana

“…The clinical and trichoscopic patterns of scalp DLE among these patients were studied. …”
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A Landscape Genetics Approach Reveals Species‐Specific Connectivity Patterns for Stream Insects in Fragmented Habitats by Vanessa deAraujo Barbosa, S. Elizabeth Graham, Ian D. Hogg, Brian J. Smith, Angela McGaughran

“…For aquatic insects in particular, landscape features may significantly influence the degree of genetic connectivity among populations. …”
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Ultrastructure of hyperfunctioning parathyroid glands: Does it explain various patterns of 99mTc-sestamibi uptake by Abdelhamid Elgazzar, Jehoran Anim, Shorouk Dannoon, Medhat Farghaly

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Beyond the Spongiform Pattern of Gossypiboma: How a Radiopaque Marker Solved the Mystery of a Retained Sponge by Deepthi Sanagavarapu, Vihar Reddy Mallapu, Vadlapally Karuna, D. Ankamma Rao, Mallikarjuna Reddy Mandapati

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Phaseless Diagnosis and Pattern Correction of Faulty Antenna Arrays via Advanced Bayesian Compressive Sensing Approaches by Zi An Wang, Ping Li

“…Meanwhile, to address the detected faults effectively, a novel pattern correction method within an alternate projection framework is further developed to recover the pattern features with minimal corrections. …”
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3D Pulse Image Detection and Pulse Pattern Recognition Based on Subtle Motion Magnification Technology by Chongyang YAO, Yongxin CHOU, Zhiwei LIANG, Haiping YANG, Jicheng LIU, Dongmei LIN

“…On this basis, nine features are extracted from the 3D pulse signals and features selection is performed using a two-sample Kolmogorov-Smirnov test. …”
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Research on Ground Contact Characteristics and Influencing Factors of Tires with Complex Tread Patterns Based on Inverse Modeling by Xianbin Du, Haoyu Li, Mengdi Xu, Yunfei Ge

“…Taking the 205/50R17 radial tire as a representative case, a reverse modeling approach was employed to develop an accurate finite element model for tires incorporating intricate tread pattern features. The fidelity of the proposed tire simulation model was confirmed utilizing high-precision contour profiling techniques. …”
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Giant cell arteritis with adventitial pattern in a 51‐year‐old man: A case report by Abeline Kapuczinski, Nathalie Demeulenaere, Nadine Tavares Ferreira, Aurélia Ciamala, Camélia Rossi, Stefan Rusu, Myriam Remmelink, Frédéric Vandergheynst, Marc Léon

“…We here describe the case of a 51‐year‐old man with temporal artery biopsy showing lymphocytes infiltrates in the adventitia corresponding to the so‐called adventitial pattern of giant cell arteritis according to Hernandez‐Rodriguez et al.…”
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Hyperspectral reflectance imaging and spectral component analysis techniques to reveal distinct color patterns on plant leaves by Shalini Krishnamoorthi, Daisuke Urano

“…Summary: Leaf color patterns in nature, shaped by genetic and environmental factors, can be analyzed using hyperspectral reflectance imaging. …”
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The dominant synoptic patterns and basic characteristics of regional snowstorms in Northern Xinjiang over the past 70 years by Chunyang Li, Abuduwaili Abulikemu, Xin Xu, Shushi Zhang, Zhiyi Li, Mingjie Ma, Abidan Abuduaini, Zulipina Kadier

“…This study investigated the snowstorm characteristics associated with the synoptic patterns, along with the features of upper- and lower-level jet streams and moisture transport. …”
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Merits of dietary patterns for China’s future food security satisfying socioeconomic development and climate change adaptation by Wencong Yue, Meirong Su, Yanpeng Cai, Qiangqiang Rong, Chao Xu, Yuanchao Hu, Jiajia Li, Shujie Yu, Donghan Chen, Zhongqi Liu, Zhenkun Tan, Zhifeng Yang

“…Compared with the extent of food security in China under other dietary patterns, the performance advantage of the Chinese dietary pattern was identified, which could mitigate crop shortage risks. …”
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Factors Affecting Apparel Pattern Grading Accuracy: Existing Software Solutions Comparison and Development of New Solution by Md. Mazharul Islam, Md. Reazuddin Repon, Md. Shohan Parvez, Md. Mahbubul Haque, Mohammad Abdul Jalil

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Vertical structure and occurrence patterns of the cross-equatorial northerly surge under different ENSO and MJO phases by Qoosaku Moteki

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