Demo Data from EDBT 2026 / reviewers in the wild / expert
Michael Lebowitz
dblp:46/6586
· DBLP profile ↗
17ranked-venue papers
15as first author
0since 2021 · last 1988
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 16 · 14 first-authorGraphics, computer vision, multimedia, augmented reality and games · 11 · 10 first-authorDatabases, data management, data science and information retrieval · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
7 papers |
Knowledge representation and reasoning · 49% Representation and self-supervised learning · 15% Learning theory · 14% | |
| Databases, data mining, and information retrieval
2 papers |
Information retrieval · 77% Machine learning and data management · 23% | |
| Computer architecture, parallel and distributed computing, and storage systems
1 paper |
Memory systems · 100% |
Topics — the 11 heaviest of 15, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Memory systems
non-volatile memory |
0.0 | 1 | 1988 | Deferred Commitment in UNIMEM: Waiting to Learn · ML 1988 |
Machine learning › Representation and self-supervised learning › representation learning
metric learning |
0.0 | 1 | 1986 | Not the Path to Perdition: The Utility of Similarity-Based Learning · AAAI 1986 |
Information retrieval
search engines |
0.0 | 1 | 1985 | Researcher: An Experimental Intelligent Information System · IJCAI 1985 |
Natural language and speech › Language models and text generation › text generation
story generation |
0.0 | 1 | 1983 | Creating a Story-Telling Universe · IJCAI 1983 |
Information retrieval › document retrieval
concept-based retrieval |
0.0 | 1 | 1983 | Intelligent Information Systems · SIGIR 1983 |
Machine learning and data management
concept learning |
0.0 | 1 | 1983 | Intelligent Information Systems · SIGIR 1983 |
Information retrieval
text analysis |
0.0 | 1 | 1983 | Intelligent Information Systems · SIGIR 1983 |
Machine learning › Learning theory
generalization |
0.0 | 2 | 1981 | The Nature of Generalization in Understanding · IJCAI 1981 Language and Memory: Generalization as a Part of Understanding · AAAI 1980 |
Knowledge, reasoning and agents › Knowledge representation and reasoning
knowledge structures |
0.0 | 1 | 1979 | Parsing Directly into Knowledge Structures · IJCAI 1979 |
Natural language and speech › Information extraction and text analysis
syntactic parsing |
0.0 | 1 | 1979 | Parsing Directly into Knowledge Structures · IJCAI 1979 |
Memory systems
memory hierarchy |
0.0 | 1 | 1988 | Deferred Commitment in UNIMEM: Waiting to Learn · ML 1988 |
Methods — techniques the papers use, named apart from their topics
deferred commitment · 0.0similarity-based learning · 0.0memory-based understanding · 0.0generalization-based memory · 0.0script-based reasoning · 0.0conceptual dependency · 0.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 1988 | Deferred Commitment in UNIMEM: Waiting to Learn
Michael Lebowitz |
ML | 1 |
| 1987 | Experiments with Incremental Concept Formation: UNIMEM
Michael Lebowitz |
Mach. Learn. | 1 |
| 1986 | Not the Path to Perdition: The Utility of Similarity-Based Learning
Michael Lebowitz |
AAAI | 1 |
| 1986 | UNIMEM, a General Learning System: An Overview
Michael Lebowitz |
ECAI | 1 |
| 1985 | Researcher: An Experimental Intelligent Information System
Michael Lebowitz |
IJCAI | 1 |
| 1984 | Using Memory in Text Understanding
Michael Lebowitz |
ECAI | 1 |
| 1983 | RESEARCHER: An Overview
Michael Lebowitz |
AAAI | 1 |
| 1983 | Creating a Story-Telling Universe
Michael Lebowitz |
IJCAI | 1 |
| 1983 | Intelligent Information SystemsabstractNatural language processing techniques developed for Artificial Intelligence programs can aid in constructing powerful information retrieval systems in at least two areas. Automatic construction of new concepts allows a large body of information to be organized compactly and in a manner that allows a wide range of queries to be answered. Also, using natural language processing techniques to conceptually analyze the documents being stored in a system greatly expands the effectiveness of queries about given pieces of text. However, only robust conceptual analysis methods are adequate for such systems. This paper will discuss approaches to both concept learning, in the form of Generalization-Based Memory, and powerful, robust text processing achieved by Memory-Based Understanding. These techniques have been implemented in the computer systems IPP, a program that reads, remembers and generalizes from news stories about terrorism, and RESEARCHER, currently in the prototype stage, that operates in a very different domain (technical texts, patent abstracts in particular). Michael Lebowitz |
SIGIR | 1 |
| 1983 | Memory-Based Parsing
Michael Lebowitz |
Artif. Intell. | 1 |
| 1981 | Cancelled Due To Lack Of Interest
Michael Lebowitz |
IJCAI | 1 |
| 1981 | IPP Program Description
Michael Lebowitz |
IJCAI | 1 |
| 1981 | The Nature of Generalization in Understanding
Michael Lebowitz |
IJCAI | 1 |
| 1980 | Language and Memory: Generalization as a Part of Understanding
Michael Lebowitz |
AAAI | 1 |
| 1980 | An Integrated Understander
Roger C. Schank, Michael Lebowitz, Lawrence Birnbaum |
Am. J. Comput. Linguistics | 2 |
| 1979 | Heading with a PurposeabstractArticle Free Access Share on Reading with a purpose Author: Michael Lebowitz Yale University Yale UniversityView Profile Authors Info & Claims ACL '79: Proceedings of the 17th annual meeting on Association for Computational LinguisticsJune 1979 Pages 59–63https://doi.org/10.3115/982163.982179Online:29 June 1979Publication History 3citation229DownloadsMetricsTotal Citations3Total Downloads229Last 12 Months55Last 6 weeks1 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited.To manage your alert preferences, click on the button below.Manage my Alerts New Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteeReaderPDF Michael Lebowitz |
ACL | 1 |
| 1979 | Parsing Directly into Knowledge Structures
Roger C. Schank, Michael Lebowitz, Lawrence Birnbaum |
IJCAI | 2 |