List of works - David J. Miller

A Ground Truth Based Comparative Study on Detecting Epistatic SNPs

scientific article

A Locally Optimal Algorithm for Estimating a Generating Partition from an Observed Time Series and Its Application to Anomaly Detection

scientific article published on 12 June 2018

A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes.

scientific article published on 26 January 2016

A Mixture of Experts Classifier with Learning Based on Both Labelled and Unlabelled Data ⬇️

scientific article published in January 1997

A ground truth based comparative study on clustering of gene expression data.

scientific article

An Information-theoretic Learning Algorithm for Neural Network Classification ⬇️

scientific article published in January 1996

An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients ⬇️

scientific article published on October 12, 2011

An Overview of Population Genetic Data Simulation ⬇️

scientific article published on December 9, 2011

An algorithm for learning maximum entropy probability models of disease risk that efficiently searches and sparingly encodes multilocus genomic interactions

scientific article published on 16 July 2009

Anomaly detection of adversarial examples using class-conditional generative adversarial networks

scientific article published in 2023

Asymmetric independence modeling identifies novel gene-environment interactions

article

Automated Functional Analysis of Astrocytes from Chronic Time-Lapse Calcium Imaging Data.

scientific article

Comparative analysis of methods for detecting interacting loci ⬇️

scientific article published on July 5, 2011

Constrained maximum entropy models to select genotype interactions associated with censored failure times

scientific article published on 30 October 2018

Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources

scientific article published on 06 December 2016

Decision Aggregation in Distributed Classification by a Transductive Extension of Maximum Entropy/Improved Iterative Scaling

Detection of Backdoors in Trained Classifiers Without Access to the Training Set

scientific article published on 16 December 2020

Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length Criterion

scientific article

Emergent unsupervised clustering paradigms with potential application to bioinformatics

scientific article published on January 2008

Generation bidding game with potentially false attestation of flexible demand

Graphical Time Warping for Joint Alignment of Multiple Curves ⬇️

scientific article published in January 2016

HIV Distal Neuropathic Pain Is Associated with Smaller Ventral Posterior Cingulate Cortex

scientific article

HIV-associated distal neuropathic pain is associated with smaller total cerebral cortical gray matter

scientific article

Improved Parsimonious Topic Modeling Based on the Bayesian Information Criterion

scientific article published on 12 March 2020

Instance-level constraint-based semisupervised learning with imposed space-partitioning

scientific article

Margin-maximizing feature elimination methods for linear and nonlinear kernel-based discriminant functions

scientific article published on 25 February 2010

Mixture modeling with pairwise, instance-level class constraints

scientific article published in November 2005

Nonlinear system modeling with random matrices: echo state networks revisited

scientific article

Phenotypic-specific gene module discovery using a diagnostic tree and caBIG VISDA.

scientific article

Reverse engineering imperceptible backdoor attacks on deep neural networks for detection and training set cleansing

scientific article published in 2021

STAMPS: Software Tool for Automated MRI Post-processing on a supercomputer

scientific article

Semisupervised, Multilabel, Multi-Instance Learning for Structured Data

scientific article

Transductive methods for the distributed ensemble classification problem

scientific article published in March 2007

Unsupervised, low latency anomaly detection of algorithmically generated domain names by generative probabilistic modeling

scientific article

When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time

scientific article published on 01 July 2019

caBIG VISDA: modeling, visualization, and discovery for cluster analysis of genomic data

scientific article

List of works by David J. Miller

A Ground Truth Based Comparative Study on Detecting Epistatic SNPs

A Locally Optimal Algorithm for Estimating a Generating Partition from an Observed Time Series and Its Application to Anomaly Detection

A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes.

A Mixture of Experts Classifier with Learning Based on Both Labelled and Unlabelled Data ⬇️

A ground truth based comparative study on clustering of gene expression data.

An Information-theoretic Learning Algorithm for Neural Network Classification ⬇️

An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients ⬇️

An Overview of Population Genetic Data Simulation ⬇️

An algorithm for learning maximum entropy probability models of disease risk that efficiently searches and sparingly encodes multilocus genomic interactions

Anomaly detection of adversarial examples using class-conditional generative adversarial networks

Asymmetric independence modeling identifies novel gene-environment interactions

Automated Functional Analysis of Astrocytes from Chronic Time-Lapse Calcium Imaging Data.

Comparative analysis of methods for detecting interacting loci ⬇️

Constrained maximum entropy models to select genotype interactions associated with censored failure times

Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources

Decision Aggregation in Distributed Classification by a Transductive Extension of Maximum Entropy/Improved Iterative Scaling

Detection of Backdoors in Trained Classifiers Without Access to the Training Set

Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length Criterion

Emergent unsupervised clustering paradigms with potential application to bioinformatics

Generation bidding game with potentially false attestation of flexible demand

Graphical Time Warping for Joint Alignment of Multiple Curves ⬇️

HIV Distal Neuropathic Pain Is Associated with Smaller Ventral Posterior Cingulate Cortex

HIV-associated distal neuropathic pain is associated with smaller total cerebral cortical gray matter

Improved Parsimonious Topic Modeling Based on the Bayesian Information Criterion

Instance-level constraint-based semisupervised learning with imposed space-partitioning

Margin-maximizing feature elimination methods for linear and nonlinear kernel-based discriminant functions

Mixture modeling with pairwise, instance-level class constraints

Nonlinear system modeling with random matrices: echo state networks revisited

Phenotypic-specific gene module discovery using a diagnostic tree and caBIG VISDA.

Reverse engineering imperceptible backdoor attacks on deep neural networks for detection and training set cleansing

STAMPS: Software Tool for Automated MRI Post-processing on a supercomputer

Semisupervised, Multilabel, Multi-Instance Learning for Structured Data

Transductive methods for the distributed ensemble classification problem

Unsupervised, low latency anomaly detection of algorithmically generated domain names by generative probabilistic modeling

When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time

caBIG VISDA: modeling, visualization, and discovery for cluster analysis of genomic data