Ilya Shmulevich
Molecular Biology · 2000–2018
A researcher in the Science corpus: 27 papers; trusts 11 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 526 citations into it; #4,889 of 17,773 by trust here, #780 by citations
- Artificial Intelligence — 29 citations into it
Whom Ilya Shmulevich trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nir Friedman
- Edward R. Dougherty
- Alexander J. Hartemink
- David E. Goldberg
- Kevin P. Murphy
- Grace E. Cho
- Stuart A. Kauffman
- Wei Zhang
- N. Chater
- Judea Pearl
Who trusts Ilya Shmulevich overall
- DaiZhan Cheng
- A. Y. Mitrophanov
- Hongsheng Qi
- Edward R. Dougherty
- Sriram Chandrasekaran
- Yang Liu
- Harri Lähdesmäki
- Dana Ferranti
- Byungjin Hwang
- Wei Zhang
Papers from Ilya Shmulevich's perspective
Ordered by how strongly the researchers Ilya Shmulevich trusts endorse each paper. Same corpus, a different order for every researcher.
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Probabilistic reasoning in intelligent systems - networks of plausible inference
- Visualizing Data using t-SNE
- ImageNet classification with deep convolutional neural networks
- Using Bayesian Networks to Analyze Expression Data (Annual International Conference on Research in Computational Molecular Biology)
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Scikit-learn: Machine Learning in Python
- A theory of the learnable
- Long Short-Term Memory
Their papers
- Probabilistic Boolean networks: a rule-based uncertainty model for gene regulatory networks (2002) — 1,680 citations
- Comprehensive molecular portraits of human breast tumors (2012) — 7,518 citations
- Comprehensive Molecular Characterization of Human Colon and Rectal Cancer (2012) — 7,754 citations
- Comprehensive Analysis of Alternative Splicing Across Tumors from 8,705 Patients (2018) — 792 citations
- Genomic and Molecular Landscape of DNA Damage Repair Deficiency across The Cancer Genome Atlas (2018) — 959 citations
- Gene perturbation and intervention in probabilistic Boolean networks (2002) — 308 citations
- Comprehensive Characterization of Cancer Driver Genes and Mutations (2018) — 2,007 citations
- Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images (2018) — 943 citations
- Genomic Classification of Cutaneous Melanoma (2015) — 2,764 citations
- Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma (2017) — 2,216 citations
- Integrated Genomic Characterization of Papillary Thyroid Carcinoma (2014) — 2,692 citations
- Comprehensive Molecular Characterization of Urothelial Bladder Carcinoma (2014) — 2,001 citations
- On Learning Gene Regulatory Networks Under the Boolean Network Model (2003) — 318 citations
- Pathogenic germline variants in 10,389 adult cancers (2018) — 734 citations
- Integrative Analysis Identifies Four Molecular and Clinical Subsets in Uveal Melanoma. (2018) — 657 citations
- The Immune Landscape of Cancer (2018) — 4,752 citations
- Oncogenic Signaling Pathways in The Cancer Genome Atlas (2018) — 2,663 citations
- Integrated genomic and molecular characterization of cervical cancer (2017) — 1,211 citations
- Integrated genomic characterization of oesophageal carcinoma (2017) — 1,666 citations
- Comprehensive and Integrated Genomic Characterization of Adult Soft Tissue Sarcomas. (2017) — 911 citations