Výsledky vyhledávání - graph algorithms in (informatics OR informatika)

Data mining : concepts and techniques Autor Han, Jiawei, Kamber, Micheline, Pei, Jian

“…Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now…”
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Graph representation learning in bioinformatics: trends, methods and applications Autor Yi, Hai-Cheng, You, Zhu-Hong, Huang, De-Shuang, Kwoh, Chee Keong

“… Ubiquitous real-life biomedical problems can be modeled as graph analytics tasks. Machine learning, especially deep learning, succeeds in vast bioinformatics scenarios with data represented in Euclidean domain…”
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Mathematics for Informatics and Computer Science Autor Audibert, Pierre

“… This text, presented in three parts (Combinatorics, Probability, Graphs) addresses all those who wish to acquire basic or advanced knowledge in combinatorial theories…”
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Engineering informatics: fundamentals of computer-aided engineering Autor Benny Raphael, Ian F. C. Smith

“…). Engineering Informatics: Fundamentals of Computer-Aided Engineering, 2nd Edition provides the foundation knowledge of computing that is essential for all engineers…”
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Graph-based prediction of Protein-protein interactions with attributed signed graph embedding Autor Yang, Fang, Fan, Kunjie, Song, Dandan, Lin, Huakang

“… Structural information of PPI networks such as their degree, position, and neighboring nodes in a graph has been proved to be informative in PPI prediction…”
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Tree-like Dimensionality Reduction for Cancer-informatics Autor Zhang, Xia, Chang, Di, Qi, Weimin, Zhan, Zhiming

“… In this paper, an algorithm based on information theory, mutual information and maximum spanning tree will be proposed, in order to implement dimensionality reduction under global consideration…”
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Graph kernels for chemical informatics Autor Ralaivola, Liva, Swamidass, Sanjay J., Saigo, Hiroto, Baldi, Pierre

“… and chemical informatics. Because chemical compounds are often represented by the graph of their covalent bonds, machine learning methods in this domain must be capable of processing graphical structures with variable size…”
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A multimodal graph neural network framework for cancer molecular subtype classification Autor Li, Bingjun, Nabavi, Sheida

“… Due to the nature of biological systems, graphs are a better structural representation of bio-medical data…”
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Lecture Scheduling System Using Welch Powell Graph Coloring Algorithm in Informatics Engineering Departement of Universitas Malikussaleh Autor Abdullah, Dahlan, Nurdin, Yaton, Marsali, Sujatmiko, Heri, Kristanto, Sepyan Purnama, Nazmi, Hendra, Sridanti, Irma Lisa, Suhendi, Andang, Hasibuan, Abdurrozzaq, Kurniawati, Renny, Harahap, Darmadi Erwin, Hutabarat, Hendry Dinus, Sudarsana, I Ketut

“… For this reason, a new lecture scheduling system is needed using the Welch Powell Graph Coloring Algorithm…”
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Benchmarking Machine Learning Models for Polymer Informatics: An Example of Glass Transition Temperature Autor Tao, Lei, Varshney, Vikas, Li, Ying

“…In the field of polymer informatics, utilizing machine learning (ML) techniques to evaluate the glass transition temperature Tg and other properties of polymers has attracted extensive attention…”
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A large collection of bioinformatics question–query pairs over federated knowledge graphs: methodology and applications Autor Bolleman, Jerven, Emonet, Vincent, Altenhoff, Adrian, Bairoch, Amos, Blatter, Marie-Claude, Bridge, Alan, Duvaud, Séverine, Gasteiger, Elisabeth, Kuznetsov, Dmitry, Moretti, Sébastien, Michel, Pierre-Andre, Morgat, Anne, Pagni, Marco, Redaschi, Nicole, Zahn-Zabal, Monique, de Farias, Tarcisio Mendes, Sima, Ana Claudia

“… Knowledge graphs have seen increased adoption in bioinformatics due to their advantages for representing data in a generic graph format…”
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Integrating Hi-C links with assembly graphs for chromosome-scale assembly Autor Ghurye, Jay, Rhie, Arang, Walenz, Brian P., Schmitt, Anthony, Selvaraj, Siddarth, Pop, Mihai, Phillippy, Adam M., Koren, Sergey

“… We present a novel open-source Hi-C scaffolder that does not require an a priori estimate of chromosome number and minimizes errors by scaffolding with the assistance of an assembly graph…”
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Short-Term Longitudinal Study on Brain Network Informatics of Stroke Patients Under Acupuncture and Motor Imagery Intervention Autor Qu, Jing, Du, Yijun, Jing, Jing, Wang, Jie, Bu, Lingguo, Wang, Yonghui

“…Objective: The quest for scientifically effective rehabilitation methods for stroke recovery constitutes an urgent need. However, due to the inadequacies of…”
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Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing Autor Blumenthal, David B., Boria, Nicolas, Bougleux, Sébastien, Brun, Luc, Gamper, Johann, Gaüzère, Benoit

“…In this paper, we present GMG-BCU—a local search algorithm based on block coordinate update for estimating a generalized median graph for a given collection of labeled or unlabeled input graphs…”
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Modeling the Structure–Property Linkages Between the Microstructure and Thermodynamic Properties of Ceramic Particle-Reinforced Metal Matrix Composites Using a Materials Informatics Approach Autor Xie, Rui, Li, Geng, Cao, Peng, Tan, Zhifei, Wang, Jianru

“… To address this challenge, this study proposes a novel method based on Materials Informatics (MI…”
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Teaching Algorithms to Develop the Algorithmic Thinking of Informatics Students Autor Gonda, Dalibor, Ďuriš, Viliam, Tirpáková, Anna, Pavlovičová, Gabriela

“… Algorithms can be considered as a fundamental phenomenon that forms a point of contact between mathematics and informatics…”
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Disease Prediction via Graph Neural Networks Autor Sun, Zhenchao, Yin, Hongzhi, Chen, Hongxu, Chen, Tong, Cui, Lizhen, Yang, Fan

“…With the increasingly available electronic medical records (EMRs), disease prediction has recently gained immense research attention, where an accurate…”
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Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms Autor Niu, Haoran, Omitaomu, Olufemi A., Langston, Michael A., Grady, Stephen K., Olama, Mohammed, Ozmen, Ozgur, Klasky, Hilda B., Laurio, Angela, Ward, Merry, Nebeker, Jonathan

“…In a large hospital system, a network of hospitals relies on electronic health records (EHRs) to make informed decisions regarding their patients in various…”
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Scalable telomere-to-telomere assembly for diploid and polyploid genomes with double graph Autor Cheng, Haoyu, Asri, Mobin, Lucas, Julian, Koren, Sergey, Li, Heng

“… Here we present hifiasm (UL), an efficient de novo assembly algorithm combining multiple sequencing technologies to scale up population-wide near telomere-to-telomere assemblies…”
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Dual graph convolutional neural network for predicting chemical networks Autor Harada, Shonosuke, Akita, Hirotaka, Tsubaki, Masashi, Baba, Yukino, Takigawa, Ichigaku, Yamanishi, Yoshihiro, Kashima, Hisashi

“…Background Predicting of chemical compounds is one of the fundamental tasks in bioinformatics and chemoinformatics, because it contributes to various applications in metabolic engineering and drug discovery…”
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