Creation and interpretation of machine learning models for aqueous solubility prediction by Minyi Su, Enric Herrero

“…Methods: The models were trained, optimized, and tested in a dataset containing 12,983 compounds from two public datasets and further evaluated in two external test sets. …”
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Multi-Condition Remaining Useful Life Prediction Based on Mixture of Encoders by Yang Liu, Bihe Xu, Yangli-ao Geng

“…Extensive experiments on the widely used C-MAPSS dataset demonstrate that MoEFormer outperforms several state-of-the-art methods for multi-condition RUL prediction.…”
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Comparing the productive vocabularies of grey parrots (Psittacus erithacus) and young children by Tereza Roubalová, Lucie Jarůšková, Kateřina Chládková, Jitka Lindová

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Trajectory inference from single-cell genomics data with a process time model. by Meichen Fang, Gennady Gorin, Lior Pachter

“…By using a variety of datasets ranging from cluster-like to continuous, we show that Chronocell enables us to assess the suitability of datasets and reveals distinct cellular distributions along process time that are consistent with biological process times. …”
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Paths Study on Knowledge Convergence and Development in Computational Social Science: Data Metric Analysis Based on Web of Science by Yuxi Liu, Xin Feng, Yue Zhang, Ying Kong, Rongyao Yang

“…We use the relevant literature in Web of Science as the dataset. After eliminating journal calls and irrelevant literature, R language and SciMAT tools are used to visualize and analyze the number of articles, keyword clustering, keyword cooccurrence network, and theme evolution, so as to summarize and sort out the paths of computational social science research. …”
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Spatio-temporal Distribution Characteristics and Future Trend Analysis of Extreme Climate Indices in Nenjiang River Basin over the Past 60 Years by GONG Xiao, DAI Changlei, LI Shuling, XIAO Yue

“…Additionally, this paper utilizes the NEX-GDDP-CMIP6 dataset to predict future climate change trends in the basin. …”
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DEPENDENCE OF A GAS-PHASE DNA GLOBULE SIZE ON CHAIN LENGTH by T. N. Goryachkovskaya, A. S. Kozlov, V. M. Popik, N. A. Kolchanov, S. E. Peltek

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Psoriatic Arthritis and Diabetes: A Population-Based Cross-Sectional Study by Jacob Dreiher, Tamar Freud, Arnon D. Cohen

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Drought and Wetness Variability and the Respective Contribution of Temperature and Precipitation in the Qinghai-Tibetan Plateau by Lele Zhang, Liming Gao

“…In this paper, the standardized precipitation evapotranspiration index (SPEI) was calculated based on the observed data and China Meteorological Forcing Dataset (CMFD) in the QTP for the period of 1979–2015, and the drought and wetness evolution based on the SPEI series and respective contribution of temperature and precipitation were also analyzed. …”
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A New Approach to Regional Traffic Estimation for Intelligent Transport Systems by Minghe Yu, Jianhua Feng, Tianmiao Zhang, Tiancheng Zhang

“…Experimental results on real-world dataset show that our proposed method achieves high performance.…”
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BOARD EDUCATION, DIRECTOR'S AGE AND EARNINGS MANAGEMENT OF LISTED DEPOSIT MONEY BANKS IN NIGERIA by Idris Ibrahim, Salami Suleiman, Luka Mailafia

“… Utilizing a complete nine-year dataset, this research investigates the link among age diversity among directors, board education qualifications, and earnings management in the context of Nigerian listed deposit money banks. …”
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A Survey on Machine Learning Techniques for Head-Related Transfer Function Individualization by Davide Fantini, Michele Geronazzo, Federico Avanzini, Stavros Ntalampiras

“…The analyzed works are organized according to the processing steps involved in the ML workflow, including the employed dataset, input and output types, data preprocessing operations, ML models, and model evaluation. …”
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Adversarial detection based on feature invariant in license plate recognition systems by ZHU Xiaoyu, TANG Peng, ZHANG Haochen, QIU Weidong, HUANG Zheng

“…The detection system was deployed into widely used open-source license plate recognition systems, HyperLPR and EasyPR, and extensive experiments were conducted using the real dataset CCPD. The results from experiments involving 11 different types of attacks indicate that, compared to 4 other advanced detection methods, FIAD can effectively detect all these attacks at a lower false positive rate, with an accuracy consistently reaching 99%. …”
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FSPPCFs: a privacy-preserving collaborative filtering recommendation scheme based on fuzzy C-means and Shapley value by Weiwei Wang, Wenping Ma, Kun Yan

“…Specifically, (i) we have modified the traditional recommendation scheme by introducing a similarity balance factor integrated into the Pearson similarity algorithm, enhancing recommendation system performance; (ii) FSPPCFs first clusters the dataset through fuzzy C-means clustering and Shapley value, grouping users with similar interests and attributes into the same cluster, thereby providing more accurate data support for recommendations. …”
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Leaf Classification for Sustainable Agriculture and In-Depth Species Analysis by Sara Mumtaz, Shabbab Algamdi, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu

“…The resilience of this framework guarantees adaptability across various datasets, making it a valuable asset for improving crop quality and sustainability.…”
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Environmental Influences on Young Adult Male Height. A Comparison of Town and Countryside in the Netherlands, 1815-1900 by Jan Kok, Erik Beekink, David Bijsterbosch

“…Our dataset allows us to disentangle effects of the family composition, the family’s socio-economic status, food prices, and the environment on bodily growth of 1,738 young men. …”
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A Feature-Enhanced Small Object Detection Algorithm Based on Attention Mechanism by Zhe Quan, Jun Sun

“…Additionally, on the AI-TODv1.5 dataset, our method improves the mAP50 from 38.8 to 45.2.…”
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Supply Chain Management, Procurement Practices and Performance of Selected Commercial Banks in Uganda: A Case of Centenary Bank and Finance Trust Bank. by Niwaha, Daphine

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The Great Lakes Winter Grab: Limnological data from a multi‐institutional winter sampling campaign on the Laurentian Great Lakes by Ge Pu, Kirill Shchapov, Nolan J. T. Pearce, Kelly Bowen, Andrew Bramburger, Andrew Camilleri, Hunter Carrick, Justin D. Chaffin, William Cody, Maureen L. Coleman, Warren J. S. Currie, David C. Depew, Jonathan P. Doubek, Rachel Eveleth, Mark Fitzpatrick, Paul W. Glyshaw, Casey M. Godwin, R. Michael McKay, Mohiuddin Munawar, Heather Niblock, Maci Quintanilla, Michael Rennie, Matthew W. Sand, Kimberly J. Schraitle, Michael R. Twiss, Donald G. Uzarski, Henry A. Vanderploeg, Trista J. Vick‐Majors, Judy A. Westrick, Bridget A. Wheelock, Marguerite A. Xenopoulos, Arthur Zastepa, Ted Ozersky

“…Abstract Interest in winter limnology is growing rapidly, but progress is hindered by a shortage of standardized multivariate datasets on winter conditions. Addressing the winter data gap will enhance our understanding of winter ecosystem function and of lake response to environmental change. …”
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Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…Metode yang digunakan untuk mempersiapkan data adalah word embedding dengan menggunakan layers embedding dari library TensorFlow. Dataset dkumpulkan dengan teknik text mining yang menggunakan bahasa pemrograman Python dan Twitter API. …”
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