Cesare Furlanello
Molecular Biology · 2006–2021
A researcher in the Science corpus: 9 papers; trusts 10 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 89 citations into it
- Statistics and Probability — 21 citations into it
- Artificial Intelligence — 19 citations into it; #28,551 of 35,345 by trust here, #25,040 by citations
- Evaluation & Benchmarks — 6 citations into it
- Information Systems — 5 citations into it
Whom Cesare Furlanello trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Vladimir Naumovich Vapni
- Jaka Demsar
- Andrew P. Bradley
- Jan Gorodkin
- Steve Hranilovic
- Bernhard Schölkopf
- Salvador Garcia
- James A. Hanley
- Jin Huang
Who trusts Cesare Furlanello overall
Papers from Cesare Furlanello's perspective
Ordered by how strongly the researchers Cesare Furlanello trusts endorse each paper. Same corpus, a different order for every researcher.
- The Nature of Statistical Learning Theory
- Learning with Kernels: support vector machines, regularization, optimization, and beyond
- The use of the area under the ROC curve in the evaluation of machine learning algorithms
- A Mathematical Theory of Communication
- Statistical Comparisons of Classifiers over Multiple Data Sets
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Kernel Methods for Pattern Analysis
- ImageNet classification with deep convolutional neural networks
- Using AUC and accuracy in evaluating learning algorithms (IEEE Transactions on Knowledge and Data Engineering)
- Controlling the false discovery rate: a practical and powerful approach to multiple testing
Their papers
- A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control consortium (2014) — 938 citations
- A promoter-level mammalian expression atlas (2014) — 1,941 citations
- Repeatability of published microarray gene expression analyses (2009) — 557 citations
- The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models (2010) — 549 citations
- Gut microbiota profiling of pediatric nonalcoholic fatty liver disease and obese patients unveiled by an integrated meta‐omics‐based approach (2017) — 624 citations
- Reporting guidelines for Human Microbiome Research: the STORMS checklist (2021) — 401 citations
- The impact of climate change on grapevine phenology and the influence of altitude: A regional study (2019) — 84 citations
- A Comparison of MCC and CEN Error Measures in Multi-Class Prediction (2010) — 381 citations
- Recursive feature elimination with random forest for PTR-MS analysis of agroindustrial products (2006) — 592 citations