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authFullName_s : Ilia Nouretdinov
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Conformal Prediction under Hypergraphical Models

Valentina Fedorova , Alex Gammerman , Ilia Nouretdinov , Vladimir Vovk
9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.371-383, ⟨10.1007/978-3-642-41142-7_38⟩
Conference papers hal-01459632v1
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Multiprobabilistic Venn Predictors with Logistic Regression

Ilia Nouretdinov , Dmitry Devetyarov , Brian Burford , Stephane Camuzeaux , Aleksandra Gentry-Maharaj , et al.
8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.224-233, ⟨10.1007/978-3-642-33412-2_23⟩
Conference papers hal-01523062v1
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Prediction with Confidence Based on a Random Forest Classifier

Dmitry Devetyarov , Ilia Nouretdinov
6th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations (AIAI), Oct 2010, Larnaca, Cyprus. pp.37-44, ⟨10.1007/978-3-642-16239-8_8⟩
Conference papers hal-01060649v1
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Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction

James Smith , Ilia Nouretdinov , Rachel Craddock , Charles Offer , Alexander Gammerman
10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.271-280, ⟨10.1007/978-3-662-44722-2_29⟩
Conference papers hal-01391054v1
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Learning by Conformal Predictors with Additional Information

Meng Yang , Ilia Nouretdinov , Zhiyuan Luo
9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.394-400, ⟨10.1007/978-3-642-41142-7_40⟩
Conference papers hal-01459634v1
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Application of Conformal Predictors to Tea Classification Based on Electronic Nose

Ilia Nouretdinov , Guang Li , Alexander Gammerman , Zhiyuan Luo
6th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations (AIAI), Oct 2010, Larnaca, Cyprus. pp.303-310, ⟨10.1007/978-3-642-16239-8_40⟩
Conference papers hal-01060632v1
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Conformal Prediction under Probabilistic Input

Ilia Nouretdinov
10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.291-300, ⟨10.1007/978-3-662-44722-2_31⟩
Conference papers hal-01391056v1
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Feature Selection by Conformal Predictor

Meng Yang , Ilia Nouretdinov , Zhiyuan Luo , Alex Gammerman
12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.439-448, ⟨10.1007/978-3-642-23960-1_51⟩
Conference papers hal-01571493v1
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Defensive Forecast for Conformal Bounded Regression

Ilia Nouretdinov , Alexander Lebedev
9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.384-393, ⟨10.1007/978-3-642-41142-7_39⟩
Conference papers hal-01459633v1
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A Comparison of Venn Machine with Platt’s Method in Probabilistic Outputs

Chenzhe Zhou , Ilia Nouretdinov , Zhiyuan Luo , Dmitry Adamskiy , Luke Randell , et al.
12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.483-490, ⟨10.1007/978-3-642-23960-1_56⟩
Conference papers hal-01571489v1
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Applying Conformal Prediction to the Bovine TB Diagnosing

Dmitry Adamskiy , Ilia Nouretdinov , Andy Mitchell , Nick Coldham , Alex Gammerman
12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.449-454, ⟨10.1007/978-3-642-23960-1_52⟩
Conference papers hal-01571484v1
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Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets

Antonis Lambrou , Harris Papadopoulos , Ilia Nouretdinov , Alexander Gammerman
8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.182-191, ⟨10.1007/978-3-642-33412-2_19⟩
Conference papers hal-01523046v1
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SVM Venn Machine with k-Means Clustering

Chenzhe Zhou , Ilia Nouretdinov , Zhiyuan Luo , Alex Gammerman
10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.251-260, ⟨10.1007/978-3-662-44722-2_27⟩
Conference papers hal-01391052v1