Artificial intelligence publications
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Introduction to the Special Issue on “Usable AI”
When creating algorithms or systems that are supposed to be used by people, we should be able to adopt a “binocular” view of users’ interaction with intelligent systems: a view…
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Name Transliteration with Bidirectional Perceptron Edit Models
We report on our efforts as part of the shared task on the NEWS 2009 Machine Transliteration Shared Task. We applied an orthographic perceptron character edit model that we have…
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Question Asking to Inform Preference Learning: a Case Study
This paper presents a case study that explores how to instantiate a question asking framework to select questions for a particular type of learner used within learning by demonstration systems,…
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The Multiple Scientific Disciplines Served By EcoCyc
The EcoCyc database integrates information about the E. coli genome, its metabolic pathways, and its regulatory network. EcoCyc is in use by scientists from a variety of disciplines.
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Mapping, Navigation, and Learning for Off-Road Traversal
Abstract The challenge in the DARPA Learning Applied to Ground Robots (LAGR) project is to autonomously navigate a small robot using stereo vision as the main sensor. During this project,…
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Leaving Flatland. Toward Real-Time 3D Navigation
We report our first experiences with Leaving Flatland, an exploratory project that studies the key challenges of closing the loop between autonomous perception and action on challenging terrain.
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Designing for Usability of an Adaptive Time Management Assistant
This case study article describes the iterative design process of an adaptive, mixed-initiative calendaring tool with embedded artificial intelligence.
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Changes to NIH Grant System May Backfire
Although we appreciate the many challenges facing the current NIH grant system and applaud attempts at reform, we believe that several of the changes planned will cause more harm than…
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EcoCyc: a Comprehensive View of Escherichia Coli Biology
Recent EcoCyc developments include a new initiative to represent and curate all types of E. coli regulatory processes such as attenuation and regulation by small RNAs.
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Emma: An Event Management Assistant
In this extended abstract we describe the motivation, design, deployment and evaluation of the Emma system.
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Logical Hierarchical Hidden Markov Models for Modeling User Activities
In this work we develop a representation that naturally combines the power of both relational and hierarchical models in the form of Logical Hierarchical Hidden Markov Models (LoHiHMMs).
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MUESLI: Multiple utterance error correction for a spoken language interface
We propose a method for using all available information to help correct recognition errors in tasks that use constrained grammars of the kind used in the domain of Command and…