Contents of Chapter 11: Artificial Intelligence

The EECS Research Summary for 2003

Title	Author(s)	Professor(s)
Learning the Kernel Matrix with Semi-Definite Programming	Gert Lanckriet Nello Cristianini Peter Bartlett	Laurent El Ghaoui Michael I. Jordan
Robust Novelty Detection with Single-Class MPM	Gert Lanckriet	Laurent El Ghaoui Michael I. Jordan
Robust Solutions to Markov Decision Problems with Uncertain Transition Matrices: Its Applications in Robust Aircraft Path Planning	Arnab Nilim	Laurent El Ghaoui
Modeling Annotated Data	David M. Blei	Michael I. Jordan
Kernel Independent Component Analysis	Francis R. Bach	Michael I. Jordan
Learning Graphical Models with Mercer Kernels	Francis R. Bach	Michael I. Jordan
Tree-dependent Component Analysis	Francis R. Bach	Michael I. Jordan
Drug Target Identification in Saccharomyces cerevisiae Using DNA Microarrays	Patrick Flaherty Adam Arkin	Michael I. Jordan
Recognizing 3D Objects from Range Data	Andrea Frome Thomas Bulow	Jitendra Malik
Learning Affinity Functions for Image Segmentation: Combining Patch-based and Gradient-based Approaches	Charless Fowlkes David Martin	Jitendra Malik
Spectral Grouping Using the Nyström Method	Charless Fowlkes Serge Belongie Fan Chung	Jitendra Malik
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues	Dave Martin Charless Fowlkes	Jitendra Malik
Estimating Human Body Configurations Using Shape Context Matching	Greg Mori	Jitendra Malik
Large Vocabulary Automatic Speech Recognition on Emerging Architectures	Adam Janin	Nelson H. Morgan
A Multi-Band Approach to Robust Speech Recognition Using Graphical Models for Intermediate Classification	Barry Chen	Nelson H. Morgan
Concurrent Q Learning	Andrew Zimdars	Stuart J. Russell
Inference in Large Knowledge Bases	Bill MaCartney Sheila McIlraith Eyal Amir Tomas Uribe	Stuart J. Russell
Factored Planning	Eyal Amir Barbara Engelhardt	Stuart J. Russell
First Order Probabilistic Logic	Eyal Amir Bhaskara Marthi Brian Milch Hanna Pasula Eric Xing	Stuart J. Russell
Logical Filtering	Eyal Amir	Stuart J. Russell
Efficient Reasoning with Maximum Entropy Probabilistic Logic	Mark A. Paskin Eyal Amir	Stuart J. Russell
Thin Junction Tree Filters for Simultaneous Localization and Mapping	Mark A. Paskin	Stuart J. Russell
Polynomial Segmentation: An Analytic Solution to Eigenvector Segmentation	Rene Vidal Aaron Ames	S. Shankar Sastry
Structure from Planar Motions with Small Baselines	Rene Vidal John Oliensis	S. Shankar Sastry
Generalized Principal Component Analysis (GPCA)	Rene Vidal Yi Ma	S. Shankar Sastry
Segmentation of Dynamic Scenes	Rene Vidal Yi Ma Stefano Soatto	S. Shankar Sastry
A New Direction in Decision Analysis		Lotfi A. Zadeh
A Prototype-Centered Approach to Adding Deduction Capability to Search Engines--The Concept of Protoform		Lotfi A. Zadeh
Hierarchical Recurrent Neuro-Fuzzy Systems	Andreas Nürnberger	Lotfi A. Zadeh
Soft Computing Techniques for Information Retrieval	Andreas Nürnberger	Lotfi A. Zadeh
Computing with Words and Perceptions--A Paradigm Shift in Computing and Decision Analysis		Lotfi A. Zadeh
Crossing into Uncharted Territory—The Concept of Approximate X		Lotfi A. Zadeh
In Quest of Performance Metrics for Intelligent Systems—A Challenge that Cannot be Met with Existing Methods		Lotfi A. Zadeh
Intractability Principle and the Concept of Z-Hardness		Lotfi A. Zadeh
It is a Fundamental Limitation to Base Probability Theory on Bivalent Logic		Lotfi A. Zadeh
The BISC Initiative: Fuzzy Logic and the Internet (FLINT); Perception based Information Processing and Analysis	Masoud Nikravesh Dr. Bahram Parvin	Lotfi A. Zadeh
The BISC Initiative: The BISC Decision Support System	Masoud Nikravesh Dr. Bahram Parvin	Lotfi A. Zadeh
Fuzzy Conceptual Matching: Tool for Intelligent Knowledge Management and Discovery in the Internet	Masoud Nikravesh	Lotfi A. Zadeh
Fuzzy Query and Ranking with Application to Search Engines	Masoud Nikravesh	Lotfi A. Zadeh
The BISC Initiative: The Stanford-Berkeley Initiative (BISC-SCRF); Intelligent Reservoir Modeling for Optimized Asset Management Decision Making	Masoud Nikravesh Jef Caers Andre G. Journel Dr. Bahram Parvin Dr. Fred Aminzadeh	Lotfi A. Zadeh
The BISC Initiative: CW-CTP-PNL-PDA	Masoud Nikravesh	Lotfi A. Zadeh
Tool for Intelligent Knowledge Management and Discovery (TIKManD); Terrorism and Criminal Activity Recognition	Masoud Nikravesh	Lotfi A. Zadeh
Perception-based Decision Analysis (PDA)		Lotfi A. Zadeh
Precisiated Natural Language--Toward a Radical Enlargement of the Role of Natural Languages in Information Processing, Decision, and Control		Lotfi A. Zadeh
A Syllable, Articulatory-Feature, and Stress-Accent Model of Speech Recognition and Its Applications	Shuangyu Chang	Lotfi A. Zadeh
Standard Probability Theory Does not Have the Capability to Deal with Perception-based Information--the Robert Example		Lotfi A. Zadeh
Toward a Computational Theory of Perceptions		Lotfi A. Zadeh
Toward a Perception-based Theory of Probabilistic Reasoning with F-Granular Probability Distributions		Lotfi A. Zadeh
Toward a Theory of Hierarchical Definability (THD)--Causality is Undefinable		Lotfi A. Zadeh
What Is Fuzzy Logic and What Are Its Applications?		Lotfi A. Zadeh
Fuzzy Maximum Intensity Projection (FMIP) in Medical Image Diagnosis	Yutaka Hata	Lotfi A. Zadeh