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Machine Learning for Sequential Data: A Review

Lecture notes in computer science, 2002, p.15-30

2002

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Managing Fragmented Fire-Threatened Landscapes with Spatial Externalities

Forest science, 2020-08, Vol.66 (4), p.443-456

2020

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Spatial interactions and optimal forest management on a fire-threatened landscape

Forest policy and economics, 2017-10, Vol.83, p.107-120

2017

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Optimal Spatial-Dynamic Management of Stochastic Species Invasions

Environmental & resource economics, 2018-06, Vol.70 (2), p.403-427

2018

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Penalized likelihood methods improve parameter estimates in occupancy models

Methods in ecology and evolution, 2015-08, Vol.6 (8), p.949-959

2015

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Segmentation of touching insects based on optical flow and NCuts

Biosystems engineering, 2013-02, Vol.114 (2), p.67-77

2013

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Managing Fragmented Fire-Threatened Landscapes with Spatial Externalities

Forest science, 2020-08, Vol.66 (4), p.443-456

2020

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Automated processing and identification of benthic invertebrate samples

Journal of the North American Benthological Society, 2010-09, Vol.29 (3), p.867-874

2010

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TaskTracer: a desktop environment to support multi-tasking knowledge workers

International Conference on Intelligent User Interfaces: Proceedings of the 10th international conference on Intelligent user interfaces; 10-13 Jan. 2005, 2005, p.75-82

2005

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Machine‐Learning Research

The AI magazine, 1997-12, Vol.18 (4), p.97-136

Dietterich, Thomas G.

1997

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A hybrid learning system for recognizing user tasks from desktop activities and email messages

International Conference on Intelligent User Interfaces: Proceedings of the 11th international conference on Intelligent user interfaces; 29 Jan.-01 Feb. 2006, 2006, p.86-92

2006

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[hamilt]C-search for structured prediction in computer vision

Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2015-06, p.4923-4932

2015

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A family of large margin linear classifiers and its application in dynamic environments

Statistical analysis and data mining, 2009-12, Vol.2 (5-6), p.328-345

2009

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Conditional mixture models for precipitation data quality control

Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020, p.13-21

2020

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Fewer clicks and less frustration: reducing the cost of reaching the right folder

International Conference on Intelligent User Interfaces: Proceedings of the 11th international conference on Intelligent user interfaces; 29 Jan.-01 Feb. 2006, 2006, p.178-185

2006

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Structured machine learning : the next ten years: Inductive Logic Programming (ILP-2007)

Machine learning, 2008, Vol.73 (1), p.3-23

2008

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Support Vectors for Reinforcement Learning

Lecture notes in computer science, 2001, p.492-492

2001

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An Overview of MAXQ Hierarchical Reinforcement Learning

Abstraction, Reformulation, and Approximation, 2000, p.26-44

2000

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Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA)

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2021, p.4145-4146

2021

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Learning visual dictionaries and decision lists for object recognition

2008 19th International Conference on Pattern Recognition, 2008, p.1-4

2008

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Learning first-order probabilistic models with combining rules

ACM International Conference Proceeding Series; Vol. 119: Proceedings of the 22nd international conference on Machine learning; 07-11 Aug. 2005, 2005, p.609-616

2005

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