Alexander Gammerman

Alexander Gammerman's AcademicInfluence.com Rankings

Alexander Gammerman

Computer Science

#2915

World Rank

#3052

Historical Rank

Database

#8672

World Rank

#9096

Historical Rank

computer-science Degrees

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Computer Science

Why Is Alexander Gammerman Influential?

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According to Wikipedia, Alexander Gammerman is a British-Soviet computer scientist, and professor at Royal Holloway University of London. He is the co-inventor of conformal prediction. He is the founding director of the Centre for Machine Learning at Royal Holloway, University of London, and a Fellow of the Royal Statistical Society.

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Alexander Gammerman's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Ridge Regression Learning Algorithm in Dual Variables (1998) (852)
Learning by Transduction (1998) (431)
PlantProm: a database of plant promoter sequences (2003) (260)
Inductive Confidence Machines for Regression (2002) (215)
Algorithmic Learning in a Random World (2005) (194)
Transduction with Confidence and Credibility (1999) (179)
Autoantibodies to aberrantly glycosylated MUC1 in early stage breast cancer are associated with a better prognosis (2011) (174)
Machine-Learning Applications of Algorithmic Randomness (1999) (173)
Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression (2011) (160)
Transductive Confidence Machines for Pattern Recognition (2002) (159)
Preanalytic influence of sample handling on SELDI-TOF serum protein profiles. (2007) (146)
Support vector regression with ANOVA decomposition kernels (1999) (144)
Support vector density estimation (1999) (140)
Sequence alignment kernel for recognition of promoter regions (2003) (136)
Regression Conformal Prediction with Nearest Neighbours (2014) (135)
Plant promoter prediction with confidence estimation (2005) (117)
On-line predictive linear regression (2005) (80)
Hedging predictions in machine learning (2006) (77)
Prediction algorithms and confidence measures based on algorithmic randomness theory (2002) (71)
Testing Exchangeability On-Line (2003) (67)
Hedging Predictions in Machine Learning: The Second Computer Journal Lecture (2006) (63)
Criteria of Efficiency for Conformal Prediction (2016) (63)
Conformal Prediction with Neural Networks (2007) (62)
Autoantibodies to MUC1 glycopeptides cannot be used as a screening assay for early detection of breast, ovarian, lung or pancreatic cancer (2013) (61)
Reliable Confidence Measures for Medical Diagnosis With Evolutionary Algorithms (2011) (58)
Plug-in martingales for testing exchangeability on-line (2012) (58)
Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines (2005) (43)
Prospective gene expression analysis accurately subtypes acute leukaemia in children and establishes a commonality between hyperdiploidy and t(12;21) in acute lymphoblastic leukaemia (2005) (41)
Predicting Clinical Outcome in Patients Diagnosed with Synchronous Ovarian and Endometrial Cancer (2008) (41)
Computational Learning and Probabilistic Reasoning (1996) (41)
Reliable diagnosis of acute abdominal pain with conformal prediction (2009) (40)
Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence for time series (2005) (39)
Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets (2012) (39)
Inductive Conformal Martingales for Change-Point Detection (2017) (39)
Density Estimation using Support Vector Machines (1998) (37)
Clinical Mass Spectrometry Proteomic Diagnosis by Conformal Predictors (2008) (35)
Peptides generated ex vivo from serum proteins by tumor-specific exopeptidases are not useful biomarkers in ovarian cancer. (2010) (35)
Kolmogorov Complexity: Sources, Theory and Applications (1999) (34)
Pattern Recognition and Density Estimation under the General i.i.d. Assumption (2001) (33)
Cross-conformal predictive distributions (2018) (32)
Qualified Prediction for Large Data Sets in the Case of Pattern Recognition (2002) (31)
Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer (2009) (30)
Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method (2011) (30)
Computationally Efficient Transductive Machines (2000) (28)
Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction (2014) (28)
Early detection of ovarian cancer in samples pre-diagnosis using CA125 and MALDI-MS peaks. (2011) (28)
Confidence Predictions for the Diagnosis of Acute Abdominal Pain (2009) (26)
Cancer informatics by prototype networks in mass spectrometry (2009) (25)
Normalized nonconformity measures for regression Conformal Prediction (2008) (24)
A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs (2011) (23)
Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy (2015) (22)
On-line Prediction with Kernels and the Complexity Approximation Principle (2004) (22)
Conformal predictors in early diagnostics of ovarian and breast cancers (2012) (19)
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction (2010) (19)
Highly Accurate Detection of Ovarian Cancer Using CA125 but Limited Improvement With Serum Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Profiling (2010) (18)
Complexity Approximation Principle (1999) (17)
Combination of inductive mondrian conformal predictors (2018) (17)
Evolutionary Conformal Prediction for Breast Cancer Diagnosis (2009) (17)
Reliable classification of childhood acute leukaemia from gene expression data using confidence machines (2006) (16)
Retrain or not retrain: Conformal test martingales for change-point detection (2021) (16)
Conformal Clustering and Its Application to Botnet Traffic (2015) (16)
Evaluation of the Risk of Stroke with Confidence Predictions Based on Ultrasound Carotid Image Analysis (2012) (14)
Criteria of efficiency for set-valued classification (2017) (14)
Application of Support Vector Machines to Fault Diagnosis and Automated Repair (2000) (14)
Conformal and Probabilistic Prediction with Applications (2016) (14)
Conformal calibrators (2019) (14)
Multiprobabilistic prediction in early medical diagnoses (2015) (13)
Combination of Conformal Predictors for Classification (2017) (13)
Conformal Predictors for Compound Activity Prediction (2016) (13)
Computationally efficient versions of conformal predictive distributions (2019) (12)
Multiprobabilistic Venn Predictors with Logistic Regression (2012) (10)
Conditional Prediction Intervals for Linear Regression (2009) (10)
Conformal Prediction under Hypergraphical Models (2013) (9)
Transductive Confidence Machine Is Universal (2003) (9)
Conformal prediction of biological activity of chemical compounds (2017) (9)
Strangeness Minimisation Feature Selection with Confidence Machines (2006) (9)
Conformal predictive distributions with kernels (2017) (9)
Application of Inductive Confidence Machine to ICMLA Competition Data (2009) (8)
Application of Conformal Predictors to Tea Classification Based on Electronic Nose (2010) (8)
Rejoinder Hedging Predictions in Machine Learning (2007) (7)
Feature Selection by Conformal Predictor (2011) (7)
Inductive Venn-Abers predictive distribution (2018) (7)
Measures of Complexity (2015) (7)
Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines (2004) (7)
Statistical Learning and Data Sciences (2015) (7)
Applying Conformal Prediction to the Bovine TB Diagnosing (2011) (6)
Special Issue Editorial: Kolmogorov Complexity (1999) (6)
Conformal and probabilistic prediction with applications: editorial (2019) (5)
Valid predictions with confidence estimation in an air pollution problem (2012) (5)
SVM Venn Machine with k-Means Clustering (2014) (5)
Guest editors’ preface to the special issue on conformal prediction and its applications (2015) (5)
CLRC—TR—08—02 Analysis of serial UKCTOCS-OC data: discriminating abilities of proteomics peaks (2008) (4)
Proteomics approaches towards early detection and diagnosis of ovarian cancer (2014) (4)
Chapter 6 – Feature Selection (2014) (3)
Hypergraphical Conformal Predictors (2015) (3)
Online Prediction of Ovarian Cancer (2009) (3)
Conformal calibration (2020) (3)
Conformal calibration (2020) (3)
Gene expression profiling in childhood acute leukaemia; a useful classification tool and a first promising insight into drug resistance. (2003) (2)
Genome-Wide Prokaryotic Promoter Recognition Based on Sequence Alignment Kernel (2003) (2)
Transformer-based conformal predictors for paraphrase detection (2021) (2)
Practical investment with the long-short game (2023) (2)
Conformal changepoint detection in continuous model situations (2021) (2)
Foreword to this special issue: conformal and probabilistic prediction with applications (2017) (2)
Adaptive coding and prediction of sources with large and infinite alphabets (2008) (2)
Statistical Learning and Data Sciences: Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings (2015) (2)
Testing the Gauss linear assumption for on-line predictions (2012) (2)
Conformal predictors (2012) (2)
Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs (2013) (2)
Calibrated probabilistic predictions for biomedical applications (2012) (2)
A combined Bayes - maximum likelihood method for regression (2001) (2)
Alexey Chervonenkis's bibliography: introductory comments (2015) (2)
Fast Rates in Statistical and Online Learning (2022) (1)
Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications (2008) (1)
Protected probabilistic classification (2021) (1)
Special Issue on Conformal and Probabilistic Prediction with Applications (2020) (1)
Conformal predictors for reliable pattern recognition (2019) (1)
A Conformal Approach for Distribution-free Prediction of Functional Data (2020) (1)
Improving the aggregating algorithm for regression (2007) (1)
Modern Machine Learning Techniques and Their Applications to Medical Diagnostics (2010) (1)
Proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications - Volume 9653 (2016) (1)
Conformal Predictors in Semisupervised Case (2011) (1)
A New Bioinformatics Tool for Prediction with Confidence (2010) (1)
Conformal prediction of biological activity of chemical compounds (2017) (0)
Multiprobabilistic prediction in early medical diagnoses (2013) (0)
Adaptive calibration for binary classification (2021) (0)
Combination of inductive mondrian conformal predictors (2018) (0)
7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands (2018) (0)
Learning Algorithms in High Dimensional Spaces (1999) (0)
A robust and sensitive automated method for MS-based serum pattern diagnostics using well-established ZipTip technology and ultrafiltration (2008) (0)
Conformal predictors (2012) (0)
Guest editors’ preface to the special issue on conformal prediction and its applications (2014) (0)
Conformal anomaly detection for visual reconstruction using gestalt principles (2020) (0)
Special Issue on Conformal and Probabilistic Prediction with Applications: Preface (2022) (0)
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications Machine learning as part of the 26th IASTED Internatioanl Multi-Conference on Applied Informatics, Ferburary 11-13, 2008, Innsbruck, Austria (2008) (0)
Two New Kernel Least Squares Based Methods for Regression (2006) (0)
Confidence Machine and Its Application to Medical Diagnosis (2009) (0)
PREFACE (2020) (0)
Conformal testing: binary case with Markov alternatives (2021) (0)
Conformal predictors in early diagnostics of ovarian and breast cancers (2012) (0)
Computationally Eecient Transductive Machines (2007) (0)
Valid predictions with confidence estimation in an air pollution problem (2012) (0)
Annals of Mathematics and Artificial Intelligence Criteria of efficiency for set-valued classification (2017) (0)
Experiments using minimal-length encoding to solve machine learning problems (1992) (0)
Preface to this special issue (2005) (0)
Foreword to this special issue: conformal and probabilistic prediction with applications (2017) (0)
Genetic diagnosis and clinical outcome in patients with synchronous ovarian and endometrial cancer (2008) (0)
Table of Contents (2003) (0)
Conformal Predictors in Risk Assessment of Ovarian and Breast Cancers (2012) (0)
Alexey Chervonenkis's bibliography (2015) (0)
Criteria of efficiency for set-valued classification (2017) (0)
Biomedical Applications: Diagnostic and Prognostic (2014) (0)
Conformal and probabilistic prediction with applications: editorial (2018) (0)
Testing the Gauss linear assumption for on-line predictions (2012) (0)
Excape WP 1 . Conformal Predictors (2015) (0)
Prediction with Confidence (2007) (0)

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What Schools Are Affiliated With Alexander Gammerman?

Alexander Gammerman is affiliated with the following schools:

Royal Holloway, University of London