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Home / Proceedings / Proceedings of the Twentieth International Conference on Machine Learning, 1993 /

Book One

Contents

  • Finding Relevant Biomolecular Features

    L. Hunter and T. Klein

    PDF
  • A Constraint Reasoning System for Automating Sequence-Specific Resonance Assignments from Multidimensional Protein NMR Spectra

    D. Zimmerman, C. Kulikowski, and G. T. Montelione

    PDF
  • A Multi-Level Description Scheme of Protein Conformation

    K. Onizuka, K. Asai, M. Ishikawa, and S. T. C. Wong

    PDF
  • PALM–A Pattern Language for Molecular Biology

    C. Helgesen and P. R. Sibbald

    PDF
  • Protein Structure Prediction System Based on Artificial Neural Networks

    J. Vanhala and K. Kaski

    PDF
  • A Modular Learning Environment for Protein Modeling

    J. Gracy, L. Chiche and J. Sallantin

    PDF
  • The Induction of Rules for Predicting Chemical Carcinogenesis in Rodents

    D. Bahler and D. Bristol

    PDF
  • Database Techniques for Biological Materials and Methods

    K. Baclawski, R. Futrelle, N. Fridman, and M. J. Pescitelli

    PDF
  • Grammatical Formalization of Metabolic Processes

    R. Hofestädt

    PDF
  • Pattern Recognition for Automated DNA Sequencing: I. On-Line Signal Conditioning and Feature Extraction for Basecalling

    J. B. Golden III, D. Torgersen, and C. Tibbetts

    PDF
  • Prediction of Primate Splice Junction Gene Sequences with a Cooperative Knowledge Acquisition System

    E. Mephu Nguifo and J. Sallantin

    PDF
  • Automatic Derivation of Substructures Yields Novel Structural Building Blocks in Globular Proteins

    X. Zhang, J. S. Fetrow, W. A. Rennie, D. L. Waltz, and G. Berg

    PDF
  • Petri Net Representations in Metabolic Pathways

    V. N. Reddy, M. L. Mavrovouniotis, and M. N. Liebman

    PDF
  • Protein Sequencing Experiment Planning Using Analogy

    B. Kettler and L. Darden

    PDF
  • Program Committee

    Lawrence Hunter, David Searls, and Jude Shavlik

    PDF
  • Protein Secondary Structure Prediction Using Two-Level Case-Based Reasoning

    B. Leng, B. G. Buchanan, and H. B. Nicholas

    PDF
  • Computationally Efficient Cluster Representation in Molecular Sequence Megaclassification

    D. J. States, N. Harris, and L. Hunter

    PDF
  • Probabilistic Structure Calculations: A Three- Dimensional tRNA Structure from Sequence Correlation Data

    R. B. Altman

    PDF
  • Hidden Markov Models and Iterative classers: Study of Their Equivalence and Possibilities

    H. Tanaka, K. Asai, M. Ishikawa, and A. Konagaya

    PDF
  • Small Automaton for Word Recognition in DNA Sequences

    C. Lefèvre and J. -E Ikeda

    PDF
  • Knowledge-Based Generation of Machine-Learning Experiments: Learning with DNA Crystallography Data

    D. Cohen, C. Kulikowski, and H. Berman

    PDF
  • Object-Oriented Knowledge Bases for the Analysis of Prokaryotic and Eukaryotic Genomes

    G. Perrière, F. Dorkeld, F. Rechenmann, and C. Gautier

    PDF
  • Knowledge Discovery in GENBANK

    J. S. Aaronson, J. Haas, and G. C. Overton

    PDF
  • Genetic Algorithms for DNA Sequence Assembly

    R. Parsons, S. Forrest, and C. Burks

    PDF
  • A Service-Oriented Information Sources Database for the Biological Sciences

    G. K. Springer and T. B. Patrick

    PDF
  • Sponsors

    Lawrence Hunter, David Searls, and Jude Shavlik

    PDF
  • Design of an Object-Oriented Database for Reverse Genetics

    K. J. Kochut, J. Arnold, J. A. Miller, and W. D. Potter

    PDF
  • Protein Topology Prediction through Parallel Constraint Logic Programming

    D. A. Clark, C. J. Rawlings, J. Shirazi, A. Veron, and M. Reeve

    PDF
  • Inference of Order in Genetic Systems

    J. N. Guidi and T. H. Roderick

    PDF
  • Integrating Order and Distance Relationships from Heterogeneous Maps

    M. Graves

    PDF
  • Pattern Discovery in Gene Regulation: Designing an Analysis Environment

    S. M. Veretnik and B. R. Schatz

    PDF
  • SENEX: A CLOS/CLIM Application for Molecular Pathology

    S. S. Ball and V. H. Mah

    PDF
  • Identification of Localized and Distributed Bottlenecks in Metabolic Pathways

    M. L. Mavrovouniotis

    PDF
  • Testing HIV Molecular Biology In In Silico Physiologies

    H. B. Sieburg, C. Baray, and K. Kunzelman

    PDF
  • Representations of Metabolic Knowledge

    P. D. Karp and M. Riley

    PDF
  • Neural Networks for Molecular Sequence Classification

    C. Wu, M. Berry, Y-S. Fung, and J. McLarty

    PDF
  • Using Dirichlet Mixture Priors to Derive Hidden Markov Models for Protein Families

    M. Brown, R. Hughey, A. Krogh, I. S. Mian, K. Sjölander, and D. Haussler

    PDF
  • Transmembrane Segment Prediction from Protein Sequence Data

    S. M. Weiss, D. M. Cohen and N. Indurkhya

    PDF
  • Constructing a Distributed Object-Oriented System with Logical Constraints for Fluorescence-Activated Cell Sorting

    T. Matsushima

    PDF
  • Comparison of Two Variations of Neural Network Approaches to the Prediction of Protein Folding Pattern

    I. Dubchak, S. R. Holbrook, and S. -H. Kim

    PDF
  • Building Large Knowledge Bases in Molecular Biology

    O. Schmeltzer, C. Médigue, P. Uvietta, F. Rechenmann, F. Dorkeld, G. Perrière, and C. Gautier

    PDF
  • Identification of Human Gene Functional Regions Based on Oligonucleotide Composition

    V. V. Solovyev and C. B. Lawrence

    PDF
  • Constructive Induction and Protein Tertiary Structure Prediction

    T. R. Ioerger, L. Rendell, and S. Surbramaniam

    PDF
  • Preface

    Lawrence Hunter, David Searls, and Jude Shavlik

    PDF
  • Protein Secondary-Structure Modeling with Probabilistic Networks

    A. L. Delcher, S. Kasif, H. R. Goldberg, and W. Hsu

    PDF
  • MultiMap: An Expert System for Automated Genetic Linkage Mapping

    T. C. Matise, M. Perlin and A. Chakravarti

    PDF
  • Protein Structure Prediction: Selecting Salient Features from Large Candidate Pools

    K. J. Cherkauer and J. W. Shavlik

    PDF
  • Detection of Correlations in tRNA Sequences with Structural Implications

    T. M. Klingler and D. Brutlag

    PDF
  • Minimizing Complexity in Cellular Automata Models of Self-Replication

    J. A. Reggia, H. -H. Chou, S. L. Armentrout, and Y. Peng

    PDF
  • Representation for Discovery of Protein Motifs

    D. Conklin, S. Fortier, and J. Glasgow

    PDF
  • A Partial Digest Approach to Restriction Site Mapping

    S. S. Skiena and G. Sundaram

    PDF
  • Toward Multi-Strategy Parallel & Distributed Learning in Sequence Analysis

    P. K. Chan and S. J. Stolfo

    PDF
  • FLASH: A Fast Look-Up Algorithm for String Homology

    A. Califano and I. Rigoutsos

    PDF
  • Protein Classification Using Neural Networks

    E. A. Ferrán, B. Pflugfelder, and P. Ferrara

    PDF
  • Discovering Sequence Similarity by the Algorithmic Significance Method

    A. Milosavljevic

    PDF

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