Laura Firoiu

发表

Abstracting from Robot Sensor Data using Hidden Markov Models

Paul R. Cohen, Laura Firoiu, P. Cohen, 1999, ICML.

Learning Deterministic Finite Automaton with a Recurrent Neural Network

Paul R. Cohen, Tim Oates, Laura Firoiu, 1998, ICGI.

Using Dynamic Time Warping to Bootstrap HMM-Based Clustering of Time Series

Paul R. Cohen, Tim Oates, Laura Firoiu, 2001, Sequence Learning.

Learning Elements of Representations for Redescribing Robot Experiences

Paul R. Cohen, Laura Firoiu, P. Cohen, 1999, IDA.

Clustering Time Series with Hidden Markov Models and Dynamic Time Warping

Laura Firoiu, WarpingTim Oates, Paul R. CohenComputer, 1999 .

Segmenting time series with a hybrid neural networks - hidden Markov model

Paul R. Cohen, Laura Firoiu, 2002, AAAI/IAAI.

Rule induction from noisy examples

Laura Firoiu, 2000 .

Learning Regular Languages from Positive Evidence

Paul R. Cohen, Tim Oates, Laura Firoiu, 1998 .