List of works - Tom M. Mitchell

A Combined Expression-Interaction Model for Inferring the Temporal Activity of Transcription Factors

A combined expression-interaction model for inferring the temporal activity of transcription factors

scientific article published on August 2009

A dental school and a bank: partnership for community service

scientific article

A neurosemantic theory of concrete noun representation based on the underlying brain codes

scientific article

Classifying instantaneous cognitive states from FMRI data

scientific article

Combining labeled and unlabeled data with co-training

scientific article published in 1998

Commonality of neural representations of words and pictures

scientific article published on 23 October 2010

Computer science. Mining our reality

scientific article published in December 2009

Continuous hidden process model for time series expression experiments

scientific article

Detecting Significant Multidimensional Spatial Clusters ⬇️

scientific article published in January 2005

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach ⬇️

scientific article published in January 2017

Explanation-Based Neural Network Learning for Robot Control ⬇️

scientific article published in January 1993

Exploring commonalities across participants in the neural representation of objects

scientific article published on 12 May 2011

Exploring predictive and reproducible modeling with the single-subject FIAC dataset

scientific article

From journal articles to computational models: a new automated tool ⬇️

scientific article published on July 28, 2011

Game Design for Eliciting Distinguishable Behavior ⬇️

Generalization as search

article published in 1982

Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments

scientific article published on December 2014

Good-enough brain model

Identifying autism from neural representations of social interactions: neurocognitive markers of autism

scientific article

Identifying bilingual semantic neural representations across languages

scientific article

Inferring pairwise regulatory relationships from multiple time series datasets

scientific article published on 19 January 2007

Interpretable Semantic Vectors from a Joint Model of Brain- and Text-Based Meaning

scientific article

Learning Data Manipulation for Augmentation and Weighting ⬇️

scientific article published in January 2019

Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems ⬇️

Learning to Decode Cognitive States from Brain Images

Machine learning classifiers and fMRI: a tutorial overview

scientific article (publication date: March 2009)

Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models

scientific article

Modeling the fMRI signal via Hierarchical Clustered Hidden Process Models.

scientific article published on 11 October 2007

Multivariate analysis of correlation between electrophysiological and hemodynamic responses during cognitive processing

scientific article

Populating the Semantic Web by Macro-reading Internet Text

scientific article published in ISWC 2009

Predicting human brain activity associated with the meanings of nouns

scientific article

Quantitative modeling of the neural representation of objects: how semantic feature norms can account for fMRI activation

scientific article

Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses

scientific article

Text Classification from Labeled and Unlabeled Documents using EM

Track how technology is transforming work

scientific article published on April 2017

Tracking neural coding of perceptual and semantic features of concrete nouns

scientific article published on 4 May 2012

Training fMRI Classifiers to Detect Cognitive States across Multiple Human Subjects ⬇️

scientific article published in January 2004

Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200×.

scientific article

Turbo-SMT: Parallel Coupled Sparse Matrix-Tensor Factorizations and Applications

scientific article published on 30 June 2016

Using FMRI brain activation to identify cognitive states associated with perception of tools and dwellings

scientific article

Using the Future to "Sort Out" the Present: Rankprop and Multitask Learning for Medical Risk Evaluation ⬇️

scientific article published in January 1996

What can machine learning do? Workforce implications

scientific article

Zero-shot Learning with Semantic Output Codes ⬇️

scientific article published in January 2009

List of works by Tom M. Mitchell

A Combined Expression-Interaction Model for Inferring the Temporal Activity of Transcription Factors

A combined expression-interaction model for inferring the temporal activity of transcription factors

A dental school and a bank: partnership for community service

A neurosemantic theory of concrete noun representation based on the underlying brain codes

Classifying instantaneous cognitive states from FMRI data

Combining labeled and unlabeled data with co-training

Commonality of neural representations of words and pictures

Computer science. Mining our reality

Continuous hidden process model for time series expression experiments

Detecting Significant Multidimensional Spatial Clusters ⬇️

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach ⬇️

Explanation-Based Neural Network Learning for Robot Control ⬇️

Exploring commonalities across participants in the neural representation of objects

Exploring predictive and reproducible modeling with the single-subject FIAC dataset

From journal articles to computational models: a new automated tool ⬇️

Game Design for Eliciting Distinguishable Behavior ⬇️

Generalization as search

Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments

Good-enough brain model

Identifying autism from neural representations of social interactions: neurocognitive markers of autism

Identifying bilingual semantic neural representations across languages

Inferring pairwise regulatory relationships from multiple time series datasets

Interpretable Semantic Vectors from a Joint Model of Brain- and Text-Based Meaning

Learning Data Manipulation for Augmentation and Weighting ⬇️

Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems ⬇️

Learning to Decode Cognitive States from Brain Images

Machine learning classifiers and fMRI: a tutorial overview

Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models

Modeling the fMRI signal via Hierarchical Clustered Hidden Process Models.

Multivariate analysis of correlation between electrophysiological and hemodynamic responses during cognitive processing

Populating the Semantic Web by Macro-reading Internet Text

Predicting human brain activity associated with the meanings of nouns

Quantitative modeling of the neural representation of objects: how semantic feature norms can account for fMRI activation

Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses

Text Classification from Labeled and Unlabeled Documents using EM

Track how technology is transforming work

Tracking neural coding of perceptual and semantic features of concrete nouns

Training fMRI Classifiers to Detect Cognitive States across Multiple Human Subjects ⬇️

Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200×.

Turbo-SMT: Parallel Coupled Sparse Matrix-Tensor Factorizations and Applications

Using FMRI brain activation to identify cognitive states associated with perception of tools and dwellings

Using the Future to "Sort Out" the Present: Rankprop and Multitask Learning for Medical Risk Evaluation ⬇️

What can machine learning do? Workforce implications

Zero-shot Learning with Semantic Output Codes ⬇️