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Gianluca Bontempi

1994–2026 年に発表

192
論文数
20,798
被引用数
58
h 指数
103
i10 指数

被引用数

Gianluca Bontempi の年別被引用数1945 年: 被引用 1 件1969 年: 被引用 1 件1976 年: 被引用 2 件1991 年: 被引用 1 件1992 年: 被引用 1 件1997 年: 被引用 3 件1998 年: 被引用 8 件1999 年: 被引用 10 件2000 年: 被引用 16 件2001 年: 被引用 21 件2002 年: 被引用 23 件2003 年: 被引用 9 件2004 年: 被引用 18 件2005 年: 被引用 25 件2006 年: 被引用 20 件2007 年: 被引用 44 件2008 年: 被引用 101 件2009 年: 被引用 132 件2010 年: 被引用 200 件2011 年: 被引用 192 件2012 年: 被引用 223 件2013 年: 被引用 212 件2014 年: 被引用 247 件2015 年: 被引用 257 件2016 年: 被引用 316 件2017 年: 被引用 374 件2018 年: 被引用 416 件2019 年: 被引用 827 件2020 年: 被引用 1,004 件2021 年: 被引用 1,133 件2022 年: 被引用 984 件2023 年: 被引用 709 件2024 年: 被引用 906 件2025 年: 被引用 525 件2026 年: 被引用 134 件1946〜1968 年は被引用が無いため表示していません1970〜1975 年は被引用が無いため表示していません1977〜1990 年は被引用が無いため表示していません1993〜1996 年は被引用が無いため表示していません

引用元

国・地域

この著者を引用した国・地域の世界地図アメリカ合衆国: 引用元論文 2,002 件、この内訳の 17.7%中国: 引用元論文 1,855 件、この内訳の 16.4%イギリス: 引用元論文 659 件、この内訳の 5.8%ドイツ: 引用元論文 516 件、この内訳の 4.6%イタリア: 引用元論文 479 件、この内訳の 4.2%フランス: 引用元論文 451 件、この内訳の 4%ベルギー: 引用元論文 414 件、この内訳の 3.6%インド: 引用元論文 363 件、この内訳の 3.2%スペイン: 引用元論文 358 件、この内訳の 3.2%カナダ: 引用元論文 350 件、この内訳の 3.1%オーストラリア: 引用元論文 322 件、この内訳の 2.8%オランダ: 引用元論文 257 件、この内訳の 2.3%
0%17.7%その他 29.1%

機関

分野

  • Computer Science33.1%
  • Biochemistry, Genetics and Molecular Biology30.2%
  • Medicine16.7%
  • Engineering6%
  • Environmental Science3.4%
  • Decision Sciences2.7%
  • その他7.9%

トピック

  • Imbalanced Data Classification Techniques4%
  • Bioinformatics and Genomic Networks3.3%
  • Gene expression and cancer classification3.2%
  • Ferroptosis and cancer prognosis2.5%
  • Anomaly Detection Techniques and Applications1.9%
  • Epigenetics and DNA Methylation1.7%
  • その他83.4%

共著者

全論文

検索で開く
  1. TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data

    著者: Antonio Colaprico, Tiago C. Silva, Catharina Olsen, Luciano Garofano, Claudia Cava, Davide Garolini, Thaís S. Sabedot, Tathiane M. Malta, Stefano Maria Pagnotta, Isabella Castiglioni, Michele Ceccarelli, Gianluca Bontempi, Houtan Noushmehr - Nucleic Acids Research 2015 被引用: 4,522

  2. Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy

    著者: Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2017 被引用: 631

  3. Calibrating Probability with Undersampling for Unbalanced Classification

    著者: Andrea Dal Pozzolo, Olivier Caelen, Reid A. Johnson, Gianluca Bontempi - IEEE Symposium Series on Computational Intelligence, SSCI 2015 被引用: 606

  4. Combining unsupervised and supervised learning in credit card fraud detection

    著者: Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi - Information Sciences, Inf. Sci. 2019 被引用: 454

  5. A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

    著者: Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa - Expert Systems with Applications, Expert Syst. Appl. 2012 被引用: 683

  6. Learned lessons in credit card fraud detection from a practitioner perspective

    著者: Andrea Dal Pozzolo, Olivier Caelen, Yann-Aël Le Borgne, Serge Waterschoot, Gianluca Bontempi - Expert Systems with Applications, Expert Syst. Appl. 2014 被引用: 497

  7. New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx

    著者: Mohamed Mounir, Marta Lucchetta, Tiago Chedraoui Silva, Catharina Olsen, Gianluca Bontempi, Xi Chen, Houtan Noushmehr, Antonio Colaprico, Elena Papaleo - PLoS Computational Biology, PLoS Comput. Biol. 2019 被引用: 600

  8. Machine Learning Strategies for Time Series Forecasting

    著者: Gianluca Bontempi, Souhaib Ben Taieb, Yann-Aël Le Borgne - Lecture notes in business information processing, eBISS 2012 被引用: 513

  9. Determinants of community structure in the global plankton interactome

    著者: Gipsi Lima‐Mendez, Karoline Faust, Nicolas Henry, Johan Decelle, Sébastien Colin, Fabrizio Carcillo, Samuel Chaffron, J. Cesar Ignacio-Espinosa, Simon Roux, Flora Vincent, Lucie Bittner, Youssef Darzi, Jun Wang, Stéphane Audic, Léo Berline, Gianluca Bontempi, Ana María Cabello, Laurent Coppola, Francisco M. Cornejo‐Castillo, Francesco d’Ovidio, Luc De Meester, Isabel Ferrera, Marie-José Garet-Delmas, Lionel Guidi, Elena Lara, Stéphane Pesant, Marta Royo‐Llonch, Guillem Salazar, Pablo Sánchez, Marta Sebastián, Caroline Souffreau, Céline Dimier, Marc Picheral, Sarah Searson, Stefanie Kandels‐Lewis, Tara Oceans coordinators, Gabriel Gorsky, Fabrice Not, Hiroyuki Ogata, Sabrina Speich, Lars Stemmann, Jean Weissenbach, Patrick Wincker, Silvia G. Acinas, Shinichi Sunagawa, Peer Bork, Matthew B. Sullivan, Eric Karsenti, Chris Bowler, Colomban de Vargas, Jeroen Raes - Science 2015 被引用: 1,034

  10. mRMRe: an R package for parallelized mRMR ensemble feature selection

    著者: Nicolas De Jay, Simon Papillon-Cavanagh, Catharina Olsen, Nehme Hachem, Gianluca Bontempi, Benjamin Haibe-Kains - Bioinformatics, Bioinform. 2013 被引用: 285

  11. CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization

    著者: Taosheng Xu, Thuc Duy Le, Lin Liu, Ning Su, Rujing Wang, Bing-Yu Sun, Antonio Colaprico, Gianluca Bontempi, Jiuyong Li - Bioinformatics, Bioinform. 2017 被引用: 271

  12. Multiple-output modeling for multi-step-ahead time series forecasting

    著者: Souhaib Ben Taieb, Antti Sorjamaa, Gianluca Bontempi - Neurocomputing 2010 被引用: 250

  13. SCARFF: A scalable framework for streaming credit card fraud detection with spark

    著者: Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi - Information Fusion, Inf. Fusion 2017 被引用: 246

  14. Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity

    著者: Patrick E. Meyer, Colas Schretter, Gianluca Bontempi - IEEE Journal of Selected Topics in Signal Processing, IEEE J. Sel. Top. Signal Process. 2008 被引用: 281

  15. Biological Processes Associated with Breast Cancer Clinical Outcome Depend on the Molecular Subtypes

    著者: Christine Desmedt, Benjamin Haibe‐Kains, Pratyaksha Wirapati, Marc Buyse, Denis Larsimont, Gianluca Bontempi, Mauro Delorenzi, Martine Piccart, Christos Sotiriou - Clinical Cancer Research 2008 被引用: 842

  16. Information-Theoretic Inference of Large Transcriptional Regulatory Networks

    著者: Patrick E. Meyer, Kevin Kontos, Frédéric Lafitte, Gianluca Bontempi - EURASIP Journal on Bioinformatics and Systems Biology, EURASIP J. Bioinform. Syst. Biol. 2007 被引用: 434

  17. Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization

    著者: Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi - International Journal of Data Science and Analytics, Int. J. Data Sci. Anal. 2018 被引用: 110

  18. DNA methylation–based immune response signature improves patient diagnosis in multiple cancers

    著者: Jana Jeschke, Martin Bizet, Christine Desmedt, Emilie Calonne, Sarah Dedeurwaerder, Soizic Garaud, Alexander Koch, Denis Larsimont, Roberto Salgado, Gert Van den Eynden, Karen Willard Gallo, Gianluca Bontempi, Matthieu Defrance, Christos Sotiriou, François Fuks - Journal of Clinical Investigation 2017 被引用: 158

  19. TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages

    著者: Tiago Chedraoui Silva, Antonio Colaprico, Catharina Olsen, Fulvio D'Angelo, Gianluca Bontempi, Michele Ceccarelli, Houtan Noushmehr - F1000Research 2016 被引用: 258

  20. Interpreting pathways to discover cancer driver genes with Moonlight

    著者: Antonio Colaprico, Catharina Olsen, Matthew H. Bailey, Gabriel Odom, Thilde Terkelsen, Tiago C. Silva, André Vidas Olsen, Laura Cantini, Andreï Zinovyev, Emmanuel Barillot, Houtan Noushmehr, Gloria Bertoli, Isabella Castiglioni, Claudia Cava, Gianluca Bontempi, Xi Chen, Elena Papaleo - Nature Communications 2020 被引用: 106

  21. Association between the PNPLA3 (rs738409 C>G) variant and hepatocellular carcinoma: Evidence from a meta-analysis of individual participant data

    著者: Eric Trépo, Pierre Nahon, Gianluca Bontempi, Luca Valenti, Edmondo Falleti, Hans Dieter Nischalke, Samia Hamza, Stefano Ginanni Corradini, Maria Antonella Burza, Erwan Guyot, Benedetta Donati, Ulrich Spengler, Patrick Hillon, Pierluigi Toniutto, Jean Henrion, Denis Franchimont, Jacques Devière, Philippe Mathurin, Christophe Moreno, Stefano Romeo, Pierre Deltenre - Hepatology 2013 被引用: 230

  22. Credit card fraud detection and concept-drift adaptation with delayed supervised information

    著者: Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi - International Joint Conference on Neural Networks (IJCNN) 2015 被引用: 129

  23. Incremental learning strategies for credit cards fraud detection

    著者: Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi - International Journal of Data Science and Analytics, Int. J. Data Sci. Anal. 2021 被引用: 39

  24. A machine learning approach against a masked AES - Reaching the limit of side-channel attacks with a learning model

    著者: Liran Lerman, Gianluca Bontempi, Olivier Markowitch - Journal of Cryptographic Engineering, J. Cryptogr. Eng. 2014 被引用: 151