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1. ALT 1990: Tokyo, Japan
- Setsuo Arikawa, Shigeki Goto, Setsuo Ohsuga, Takashi Yokomori:

Algorithmic Learning Theory, First International Workshop, ALT '90, Tokyo, Japan, October 8-10, 1990, Proceedings. Springer/Ohmsha 1990, ISBN 3-540-19661-7
Invited Papers
- Shun-ichi Amari:

Mathematical Theory of Neural Learning. ALT 1990: 3-20 - David Haussler:

Decision Theoretic Generalizations of the PAC Learning Model. ALT 1990: 21-41 - Stephen H. Muggleton:

Inductive Logic Programming. ALT 1990: 42-62
Neural Networks
- Akira Namatame:

Structured Neural Networks and Their Flash Learning. ALT 1990: 67-80 - Ryuichi Oka:

A Self-Organizing Network Composed of Symbol Nodes With Location Parameter. ALT 1990: 81-94
Concept Formation and Recognition
- B. Shekar, M. Narasimha Murty, G. Krishna:

The Function-Acquisition Paradigm in a Knowledge-Based Concept-Synthesis Environment. ALT 1990: 97-108 - Vladimir D. Gusev, Nadia A. Chuzhanova:

The Algorithms of Recognition of the Functional Sites in Genetic Texts. ALT 1990: 109-119 - Tatsuo Unemi:

On Inductive Learning for Three Kinds of Data Structures. ALT 1990: 120-133 - Ryohei Orihara, Akihiko Ohsuga, Yoichi Kusui:

On Paraphrasing-Based Analogical Reasoning. ALT 1990: 134-148
Analogical Reasoning
- Masateru Harao:

Analogical Reasoning Based on Higher-Order Unification. ALT 1990: 151-163 - Jun Arima:

Analog by Simulation - A Weak Justification Method (Preliminary Report). ALT 1990: 164-173 - Bipin Indurkhya:

On the Role of Interpretive Analogy in Learning. ALT 1990: 174-189
Approximate Learning
- Yasubumi Sakakibara:

Occam Algorithms for Learning From Noisy Examples. ALT 1990: 193-208 - Jyrki Kivinen:

Reliable and Useful Learning with Uniform Probability Distributions. ALT 1990: 209-222 - Naoki Abe:

Learning Commutative Deterministic Finite State Automata in Polynomial Time. ALT 1990: 223-235 - Nicolò Cesa-Bianchi:

Learning the Distribution in the Extended PAC Model. ALT 1990: 236-246 - Ayumi Shinohara, Satoru Miyano:

Teachability in Computational Learning. ALT 1990: 247-255 - Mark A. Fulk, Sanjay Jain:

Approximate Inference and Scientific Method. ALT 1990: 256-265
Inductive Inference
- Klaus P. Jantke:

Monotonic and Non-Monotonic Inductive Inference. ALT 1990: 269-281 - John Case, Sanjay Jain, Arun Sharma:

Anomalous Learning Helps Succinctness (Extended Abstract). ALT 1990: 282-288 - Steffen Lange, Rolf Wiehagen:

Polynomial-Time Inference of Pattern Languages. ALT 1990: 289-301 - Yuji Takada:

Learning Equal Matrix Grammers and Multitape Automata with Structural Information. ALT 1990: 302-313 - Yuji Takada, Kunihiko Hiraishi, Yasubumi Sakakibara:

Exact Learning of Semilinear Sets. ALT 1990: 314-324 - Pedro García, Enrique Vidal, José Oncina:

Learning Locally Testable Languages in the Strict Sense. ALT 1990: 325-338 - Takeshi Shinohara:

Inductive Inference of Monotonic Formal Systems from Positive Data. ALT 1990: 339-351
New Learning Paradigms
- Shuling Liu, Masami Hagiya:

Model Inference of Constrained Recursive Figures. ALT 1990: 355-367 - Stephen H. Muggleton, Cao Feng:

Efficient Induction of Logic Programs. ALT 1990: 368-381 - Toshikazu Tanaka:

Deciding What to Learn in Explanation-Based Macro-Rule Learning. ALT 1990: 382-395 - Masami Hagiya:

Synthesis of Rewrite Programs by Higher-Order and Semantic Unification. ALT 1990: 396-410 - Atsushi Togashi, Shoichi Noguchi:

Inductive Inference of Term Rewriting Systems Realizing Algebras. ALT 1990: 411-424 - Philip D. Laird, Evan Gamble:

EBG and Term-Rewriting Systems. ALT 1990: 425-440

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