Efficient k-mer based curation of raw sequence data: application in Drosophila suzukii by Gautier, Mathieu

“…Overall, the present analysis allowed the definition of a large curated dataset consisting of > 60 population samples representative of the worldwide genetic diversity, which may be valuable for further population genetics studies on D. suzukii. …”
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Morphogenesis and Organogenesis to Hatching of the Green Octopus, <i>Octopus hubbsorum</i>: A Species That Includes a Paralarval Stage in Its Life Cycle by Maritza García-Flores, Marcial Arellano-Martínez, Carlos A. Aguilar-Cruz, M. Carmen Rodríguez-Jaramillo

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Depression Recognition Using Daily Wearable-Derived Physiological Data by Xinyu Shui, Hao Xu, Shuping Tan, Dan Zhang

“…For comparison, we also utilized data from fifty-eight matched healthy controls from a publicly available dataset, collected using the same devices over equivalent durations. …”
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LCANet: a model for analysis of students real-time sentiment by integrating attention mechanism and joint loss function by Pengyun Hu, Xianpiao Tang, Liu Yang, Chuijian Kong, Daoxun Xia

“…Furthermore, to mitigate the class distribution imbalance problem in the facial expression dataset, we introduce a joint loss function. The experimental results show that our LCANet model has good recognition rates on both the public emotion datasets FERPlus, RAF-DB and AffectNet, with accuracies of 91.43%, 90.03% and 64.43%, respectively, with good robustness and generalizability. …”
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Pulse vaccination strategies in a metapopulation SIR model by Alan J. Terry

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Evaluation of Soil Quality in Arid Western Fringes of the Nile Delta for Sustainable Agriculture by Ahmed M. Saleh, Mohamed M. Elsharkawy, Mohamed A. E. AbdelRahman, Sayed M. Arafat

“…The present study evaluates the soil quality in the western desert fringes of the Nile Delta using three indicator datasets, which involve the total dataset (TDS), the minimum dataset (MDS), and the expert dataset (EDS). …”
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Presegmenter Cascaded Framework for Mammogram Mass Segmentation by Urvi Oza, Bakul Gohel, Pankaj Kumar, Parita Oza

“…Similarly, the FN outcomes were reduced by 10% for the INbreast dataset, 19% for the CSAW-S dataset, and 4% for the DMID dataset. …”
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cLegal-QA: a Chinese legal question answering with natural language generation methods by Yizhen Wang, Xueying Shen, Zixian Huang, Lihui Niu, Shiyan Ou

“…Currently, a major challenge is the absence of a large-scale dataset tailored for Chinese generative legal question answering. …”
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An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification by Aijaz Ahmad Reshi, Furqan Rustam, Arif Mehmood, Abdulaziz Alhossan, Ziyad Alrabiah, Ajaz Ahmad, Hessa Alsuwailem, Gyu Sang Choi

“…The preprocessing stages of the datasets performed in this study include dataset balancing, medical experts’ image analysis, and data augmentation. …”
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Diversity of performance patterns in dairy goats: multi-scale analysis of the lactation curves of milk yield, body condition score and body weight by Gafsi, Nicolas, Martin, Olivier, Bidan, Fabrice, Grimard, Bénédicte, Puillet, Laurence

“…Monthly BW records (Dataset 1) and BCS records (Dataset 1&2) were fitted using the Grossman multiphasic model. …”
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Breeding bird communities of the pine forests in the forest-steppe zone by A. Atemasov, T. Atemasova

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Optimasi Algoritma Naive Bayes dengan Diskritisasi K-Means pada Diagnosis Penyakit Jantung by Nafa Fajriati, Budi Prasetiyo

“…Pada penelitian ini, dilakukan klasifikasi penyakit jantung menggunakan algoritma Naïve Bayes. Dataset yang digunakan yaitu Cleveland heart disease dataset dari UCI Machine Learning Repository. …”
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Klasifikasi Aktivitas Manusia Menggunakan Metode Long Short-Term Memory by Latansa Nurry Izza Afida, Fitra Abdurrachman Bachtiar, Imam Cholissodin

“…Namun dataset tersebut memiliki hasil dari ekstraksi fitur keluaran nilai sensor memiliki dimensi yang tinggi. …”
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Inland Water Body Fraction Map for Canada and Adjacent Regions at 250-m Spatial Resolution by Shaheen Ghayourmanesh, Alexander P. Trishchenko, Calin Ungureanu

“…The dataset is freely available through the Government of Canada’s Open Government Portal.…”
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Perbandingan Instance Segmentation Image Pada Yolo8 by Resty Wulanningrum, Anik Nur Handayani, Aji Prasetya Wibawa

“…Penelitian ini menggunakan dataset publik pedestrian atau pejalan kaki dengan objek multi person yang diambil dari dataset Penn-Fudan Database. …”
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FABLDroid: Malware detection based on hybrid analysis with factor analysis and broad learning methods for android applications by Kazım Kılıç, İsmail Atacak, İbrahim Alper Doğru

“…The Kronodroid dataset contains different datasets obtained from both real devices and emulator runtimes. …”
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Deep Learning-Based Damage Assessment in Cherry Leaves by Burakhan Cubukcu, Hazel BOZCU

“…Additionally, the study investigates the impact of datasets on performance using two different datasets - one existing (PlantVillage Dataset) and one created for the study (Kozlu Dataset). …”
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Using Natural Language Processing Models to Automate Text Labelling: Categorising Semantic Density in Preservice Teachers' Lesson Observation Reports by Thato Senoamadi, Lee Rusznyak, Ritesh Ajoodha

“…Built upon a dataset consisting of 2167 manually annotated sections, the natural language processing models were trained, refined, and tested in labelling the dataset. …”
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Machine Learning Algorithms Analysis of Synthetic Minority Oversampling Technique (SMOTE): Application to Credit Default Prediction by Emmanuel de-Graft Johnson Owusu-Ansah, Richard Doamekpor, Richard Kodzo Avuglah, Yaa Kyere Adwubi

“…Class imbalance in Machine Learning is an unbalanced distribution of classes within a dataset. This problem often arises in classification jobs if the distribution of classes or labels in a dataset is not uniform. …”
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Probability of Escherichia coli contamination spread in ground beef production by Petko M. Kitanov, Allan R. Willms

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