Comprehensible predictive models for business processes

D Breuker, M Matzner, P Delfmann, J Becker - Mis Quarterly, 2016 - JSTOR
Predictive modeling approaches in business process management provide a way to
streamline operational business processes. For instance, they can warn decision makers …

Statistical approaches to computer-assisted translation

S Barrachina, O Bender, F Casacuberta… - Computational …, 2009 - direct.mit.edu
Current machine translation (MT) systems are still not perfect. In practice, the output from
these systems needs to be edited to correct errors. A way of increasing the productivity of the …

Probabilistic finite-state machines-part I

E Vidal, F Thollard, C De La Higuera… - IEEE transactions on …, 2005 - ieeexplore.ieee.org
Probabilistic finite-state machines are used today in a variety of areas in pattern recognition,
or in fields to which pattern recognition is linked: computational linguistics, machine …

[图书][B] Linguistic Nativism and the Poverty of the Stimulus

A Clark, S Lappin - 2010 - books.google.com
This unique contribution to the ongoing discussion of language acquisition considers the
Argument from the Poverty of the Stimulus in language learning in the context of the wider …

A measure-theoretic characterization of tight language models

L Du, LT Hennigen, T Pimentel, C Meister… - arXiv preprint arXiv …, 2022 - arxiv.org
Language modeling, a central task in natural language processing, involves estimating a
probability distribution over strings. In most cases, the estimated distribution sums to 1 over …

Handwritten music recognition for mensural notation with convolutional recurrent neural networks

J Calvo-Zaragoza, AH Toselli, E Vidal - Pattern Recognition Letters, 2019 - Elsevier
Abstract Optical Music Recognition is the technology that allows computers to read music
notation, which is also referred to as Handwritten Music Recognition when it is applied over …

Learning long-distance phonotactics

J Heinz - Linguistic Inquiry, 2010 - direct.mit.edu
This article shows that specific properties of long-distance phonotactic patterns derived from
consonantal harmony patterns (Hansson 2001, Rose and Walker 2004) follow from a …

State splitting and merging in probabilistic finite state automata for signal representation and analysis

K Mukherjee, A Ray - Signal processing, 2014 - Elsevier
Probabilistic finite state automata (PFSA) are often constructed from symbol strings that, in
turn, are generated by partitioning time series of sensor signals. This paper focuses on a …

Computational phonology–Part II: Grammars, learning, and the future

J Heinz - Language and Linguistics Compass, 2011 - Wiley Online Library
Computational phonology studies sound patterns in the world's languages from a
computational perspective. This article shows that the similarities between different …

Inferring protocol state machine from network traces: a probabilistic approach

Y Wang, Z Zhang, D Yao, B Qu, L Guo - … , ACNS 2011, Nerja, Spain, June 7 …, 2011 - Springer
Application-level protocol specifications (ie, how a protocol should behave) are helpful for
network security management, including intrusion detection and intrusion prevention. The …