Greedy Algorithm for Deriving Decision Rules from Decision Tree Ensembles by Evans Teiko Tetteh, Beata Zielosko

“…Subsequently, a greedy algorithm is applied to derive decision rules that are true across multiple decision trees. Experiments are performed, taking into account knowledge representation and discovery perspectives. …”
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Uncrewed Aerial Systems in Water Resource Management and Monitoring: A Review of Sensors, Applications, Software, and Issues by Vishal Mishra, Ram Avtar, A. P. Prathiba, Prabuddh Kumar Mishra, Anuj Tiwari, Surendra Kumar Sharma, Chandra Has Singh, Bankim Chandra Yadav, Kamal Jain

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INSTINCT: Multi-sample integration of spatial chromatin accessibility sequencing data via stochastic domain translation by Yuyao Liu, Zhen Li, Xiaoyang Chen, Xuejian Cui, Zijing Gao, Rui Jiang

“…Integrative analysis of multiple spATAC-seq samples, for which no method has been developed, allows for effective identification and elimination of unwanted non-biological factors within the data, enabling comprehensive exploration of tissue structures and providing a holistic epigenomic landscape, thereby facilitating the discovery of biological implications and the study of regulatory processes. …”
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Information Compression as a Unifying Principle in Human Learning, Perception, and Cognition by J. Gerard Wolff

“…Evidence includes the following: information compression can mean selective advantage for any creature; the storage and utilisation of the relatively enormous quantities of sensory information would be made easier if the redundancy of incoming information was to be reduced; content words in natural languages, with their meanings, may be seen as ICMUP; other techniques for compression of information—such as class-inclusion hierarchies, schema-plus-correction, run-length coding, and part-whole hierarchies—may be seen in psychological phenomena; ICMUP may be seen in how we merge multiple views to make one, in recognition, in binocular vision, in how we can abstract object concepts via motion, in adaptation of sensory units in the eye of Limulus, the horseshoe crab, and in other examples of adaptation; the discovery of the segmental structure of language (words and phrases), grammatical inference, and the correction of over- and undergeneralisations in learning may be understood in terms of ICMUP; information compression may be seen in the perceptual constancies; there is indirect evidence for ICMUP in human cognition via kinds of redundancy such as the decimal expansion of π which are difficult for people to detect; much of the structure and workings of mathematics—an aid to human thinking—may be understood in terms of ICMUP; and there is additional evidence via the SP Theory of Intelligence and its realisation in the SP Computer Model. …”
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Cross-domain entity identity association analysis and prediction based on representation learning by Mingcheng Gao, Ruiheng Wang, Lu Wang, Yang Xin, Hongliang Zhu

“…Cross-domain identity association of network entities is a significant research challenge and a vital issue of practical value in relationship discovery and service recommendation between things in the Internet of things, cyberspace resources surveying mapping, threat tracking, and intelligent recommendation. …”
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Very Elevated IgE, Atopy, and Severe Infection: A Genomics-Based Diagnostic Approach to a Spectrum of Diseases by A. Chin, S. Balasubramanyam, C. M. Davis

“…Elevated IgE has been long recognized as an important clinical marker of atopy but can be seen in a myriad of conditions. The discovery of autosomal dominant STAT3 deficiency marked the first recognition of hyper-IgE syndrome (HIES) and the first primary immunodeficiency linked to elevated IgE. …”
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Differential Gene Expression Profile of Human Neutrophils Cultured with Plasmodium falciparum-Parasitized Erythrocytes by Mohamad Alaa Terkawi, Ryo Takano, Kentaro Kato

“…The current study provides fundamental knowledge on the molecular responses of neutrophils to malarial parasites, which may aid in the discovery of novel therapeutic interventions.…”
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Amarogentin suppresses cell proliferation and EMT process through inducing ferroptosis in colorectal cancer by Chao Wang, Zihao You, Guoqing Zhou, Juanjuan Dong, Sihao Tong, Guoping Sun

“…Amarogentin (AG) has been found to exhibit regulatory roles and join into the progression of multiple diseases. However, the regulatory impacts and associated molecular mechanisms of AG in CRC progression keep unclear. …”
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MultiChem: predicting chemical properties using multi-view graph attention network by Heesang Moon, Mina Rho

“…Abstract Background Understanding the molecular properties of chemical compounds is essential for identifying potential candidates or ensuring safety in drug discovery. However, exploring the vast chemical space is time-consuming and costly, necessitating the development of time-efficient and cost-effective computational methods. …”
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Drugs from poisonous plants: Ethnopharmacological relevance to modern perspectives by Bhagya Lakhmi Rajbongshi, Ashis K. Mukherjee

“…It primarily focuses on the therapeutic potential of specific types of phytochemicals responsible for treating multiple diseases. This review includes a list of 70 poisonous plants with medicinal properties for treating various ailments, as well as some of their traditional uses. …”
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Predicting drug combination side effects based on a metapath-based heterogeneous graph neural network by Leixia Tian, Qi Wang, Zhiheng Zhou, Xiya Liu, Ming Zhang, Guiying Yan

“…Abstract In recent years, combined drug screening has played a very important role in modern drug discovery. Generally, synergistic drug combinations are crucial in treatment for many diseases. …”
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Tracking Outflow Using Line Locking (TOLL). II. Large Line-locking Web Identified in Quasar J151352+085555 by Chen Chen, Zhicheng He, Weimin Yi, Tuo Ji, Marie Wingyee Lau, Bo Ma

“…In the second paper of the TOLL project, we present the discovery of one of the largest “line-locking webs” known to date from the Very Large Telescope UVES spectra of QSO J151352+085555. …”
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Molecular Identification and Antimicrobial Potential of Streptomyces Species from Nepalese Soil by Karan Khadayat, Dawa Dindu Sherpa, Krishna Prakash Malla, Sunil Shrestha, Nabin Rana, Bishnu P. Marasini, Santosh Khanal, Binod Rayamajhee, Bibek Raj Bhattarai, Niranjan Parajuli

“…Nepal—a country rich in biodiversity—has got high possibilities for the discovery of members of actinomycetes, especially in the higher altitudes. …”
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The research progress on effective connectivity in adolescent depression based on resting-state fMRI by Xuan Deng, Jiajing Cui, Jinyuan Zhao, Jinji Bai, Junfeng Li, Kefeng Li

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The hypolipidemic effect of MI-883, the combined CAR agonist/ PXR antagonist, in diet-induced hypercholesterolemia model by Jan Dusek, Ivana Mejdrová, Klára Dohnalová, Tomas Smutny, Karel Chalupsky, Maria Krutakova, Josef Skoda, Azam Rashidian, Ivona Pavkova, Kryštof Škach, Jana Hricová, Michaela Chocholouskova, Lucie Smutna, Rajamanikkam Kamaraj, Miloš Hroch, Martin Leníček, Stanislav Mičuda, Dirk Pijnenburg, Rinie van Beuningen, Michal Holčapek, Libor Vítek, Magnus Ingelman-Sundberg, Oliver Burk, Thales Kronenberger, Radim Nencka, Petr Pavek

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A Novel Influence Maximization Algorithm for a Competitive Environment Based on Social Media Data Analytics by Jie Tong, Leilei Shi, Lu Liu, John Panneerselvam, Zixuan Han

“…Most of the existing influence maximization methods only consider the transmission of a single channel, but real-world networks mostly include multiple channels of information transmission with competitive relationships. …”
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Application of Aperiodic “Einstein” Monotile in Phased Arrays With Limited Beam Scanning Range by Yunfei Qiang, Xiaochuan Fang, Rui-Xin Wu, Qian Chen, Wei Wang

“…The discovery of the ‘Einstein’ monotile represents one of the most significant advancements in geometry in 2023, prompting research across multiple disciplines. …”
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Bursting Phenomenon and Chaos Phase Control in Plant Dynamics by Makenne Yemeli Lola, Kengne Romanic, Pelap Francois Beceau

“…We show that plants exhibit multiple forms (periodic/chaotic) of repetitive spiking oscillations reflecting the phenomenon of bursting. …”
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Exploiting question-answer framework with multi-GRU to detect adverse drug reaction on social media by Jiao-huang Luo, Ai-hua Yang

“…To solve the problem, we regard ADR detection as a question-answer problem and introduces an innovative neural network framework with multiple GRU layers designed for extracting ADR-related information from tweets. …”
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RASGRF2 as a potential pathogenic gene mediating the progression of alcoholic hepatitis to alcohol-related cirrhosis and hepatocellular carcinoma by Zhengyuan Chen, Danfeng Fan, Tianyi Hang, Xiaoqing Yue

“…Results Through the bulk transcriptome discovery sets of AH and HCC, 206 potential shared genes were identified. …”
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