Christoph F. Eick

According to our database1, Christoph F. Eick authored at least 97 papers between 1978 and 2018.

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2018
A data mining framework for environmental and geo-spatial data analysis.
I. J. Data Science and Analytics, 2018

A Novel Two-Stage System for Detecting and Tracking Events in Twitter.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

Tweet Emotion Mapping: Understanding US Emotions in Time and Space.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017
Supervised Taxonomies - Algorithms and Applications.
IEEE Trans. Knowl. Data Eng., 2017

"Serial" versus "Parallel": A Comparison of Spatio-Temporal Clustering Approaches.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

ST-COPOT: Spatio-temporal Clustering with Contour Polygon Trees.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Interestingness Hotspot Discovery in Spatial Datasets Using a Graph-Based Approach.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

ST-DCONTOUR: a serial, density-contour based spatio-temporal clustering approach to cluster location streams.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

2015
Avalanche: A Hierarchical, Divisive Clustering Algorithm.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

HC-edit: A Hierarchical Clustering Approach to Data Editing.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

An optimized interestingness hotspot discovery framework for large gridded spatio-temporal datasets.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
A polygon-based clustering and analysis framework for mining spatial datasets.
GeoInformatica, 2014

New Clustering and Analyzing Technique for Mining Multi-source Enriched Geo-spatial Data.
Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data, 2014

Creating Polygon Models for Spatial Clusters.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Novel clustering and analysis techniques for mining spatio-temporal data.
Proceedings of the 1st ACM SIGSPATIAL PhD Workshop, 2014

A computational framework for finding interestingness hotspots in large spatio-temporal grids.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014

2013
Uncertainty Management for Fuzzy Decision Support Systems
CoRR, 2013

Using Turning Point Detection to Obtain Better Regression Trees.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Analyzing the composition of cities using spatial clustering.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

New Spatiotemporal Clustering Algorithms and their Applications to Ozone Pollution.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A Framework for Discriminative Polygonal Place Scoping.
Proceedings of the ACM SIGSPATIAL International Workshop on Computational Models of Place, 2013

2011
GAC-GEO: a generic agglomerative clustering framework for geo-referenced datasets.
Knowl. Inf. Syst., 2011

Controlling patterns of geospatial phenomena.
GeoInformatica, 2011

A framework for regional association rule mining and scoping in spatial datasets.
GeoInformatica, 2011

Design and Evaluation of a Parallel Execution Framework for the CLEVER Clustering Algorithm.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Mining Spatial Trajectories Using Non-parametric Density Functions.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

A framework for spatial feature selection and scoping and its application to geo-targeting.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

2010
Correspondence Clustering: An Approach to Cluster Multiple Related Spatial Datasets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A polygon-based methodology for mining related spatial datasets.
Proceedings of the 2010 First International Workshop on Data Mining for Geoinformatics, 2010

Analyzing change in spatial data by utilizing polygon models.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

2009
Change analysis in spatial datasets by interestingness comparison.
SIGSPATIAL Special, 2009

Discovery of feature-based hot spots using supervised clustering.
Computers & Geosciences, 2009

Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Regional Pattern Discovery in Geo-referenced Datasets Using PCA.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Online Learning of Spacecraft Simulation Models.
Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

REG^2: a regional regression framework for geo-referenced datasets.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

An architecture and algorithms for multi-run clustering.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
Distance Function Learning for Supervised Similarity Assessment.
Proceedings of the Case-Based Reasoning on Images and Signals, 2008

Towards Region Discovery in Spatial Datasets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Discovering controlling factors of geospatial variables.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Finding regional co-location patterns for sets of continuous variables in spatial datasets.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2007
On Regional Association Rule Scoping.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

On supervised density estimation techniques and their application to spatial data mining.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

MOSAIC: A Proximity Graph Approach for Agglomerative Clustering.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

2006
Using clustering to learn distance functions for supervised similarity assessment.
Eng. Appl. of AI, 2006

Discovery of Interesting Regions in Spatial Data Sets Using Supervised Clustering.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

A Framework for Regional Association Rule Mining in Spatial Datasets.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
A database clustering methodology and tool.
Inf. Sci., 2005

Using Clustering to Learn Distance Functions for Supervised Similarity Assessment.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Using Supervised Clustering to Enhance Classifiers.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Content-Based Image Retrieval through a Multi-Agent Meta-Learning Framework.
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

Adaptive Clustering: Obtaining Better Clusters Using Feedback and Past Experience.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004
Supervised Clustering - Algorithms and Benefits.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Using Representative-Based Clustering for Nearest Neighbor Dataset Editing.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

A Systematic Database Summary Generation Using the Distributed Query Discovery System.
Proceedings of the Computational Science and Its Applications, 2004

K-medoid-style Clustering Algorithms for Supervised Summary Generation.
Proceedings of the International Conference on Artificial Intelligence, 2004

Piece-Wise Model Fitting Using Local Data Patterns.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Fast Decision Tree Learning Algorithms for Microarray Data Collections.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003

Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2000
A heuristic search based factoring tool.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

1999
Emperor: Cheap Legal Secure Cryptography for the Web.
Proceedings of the 1999 ACM Symposium on Applied Computing, 1999

Genetic programming system for building block analysis to enhance data analysis and data mining techniques.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

1998
From ordered beliefs to numbers: How to elicit numbers without asking for them (doable but computationally difficult).
Int. J. Intell. Syst., 1998

Using Offset Invariant Crossover as a Tool for Discovering Cycle Lengths of a Periodic Function.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997
Using Recurrent Selection to Improve GA Performance.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

Supporting Polyploidy in Genetic Algorithms Using Dominance Vectors.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997

1996
Chirico - a Framework for Computerization of Medical Practice Guidelines.
International Journal on Artificial Intelligence Tools, 1996

Deriving Queries from Results Using Genetic Programming.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1995
Tools for the definition and enforcement of dynamic constraints.
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995

Chirico-a framework for computerization of medical practice guidelines.
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995

Multi-rule-set Decision-making Schemes for a Genetic Algorithm Learning Environment for Classification Tasks.
Evolutionary Programming, 1995

1994
Evaluation and Enhancement of Bayesian Rule-Sets in a Genetic Algorithm Learning Environment for Classification Tasks.
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

An Adaptive Browsing System Based on Rules for Object-Oriented Databases.
Proceedings of the Technology and Foundations - Information Processing '94, Volume 1, Proceedings of the IFIP 13th World Computer Congress, Hamburg, Germany, 28 August, 1994

Enhancing Diversity for a Genetic Algorithm Learning Environment for Classfication Tasks.
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994

1993
Decision making involving imperfect knowledge.
IEEE Trans. Systems, Man, and Cybernetics, 1993

Rule-Based Consistency Enforcement for Knowledge-Based Systems.
IEEE Trans. Knowl. Data Eng., 1993

Historical Rete Networks to Support the Debugging of Forward-Chaining Rule-Based Programs.
International Journal on Artificial Intelligence Tools, 1993

Integrating Sets, Rules, and Data in an Object-Oriented Environment.
IEEE Expert, 1993

Expression and Enforcement of Dynamic Integrity Constraints.
Proceedings of the Convegno SEBD'93, 1993

Learning Bayesian Classification Rules through Genetic Algorithms.
Proceedings of the CIKM 93, 1993

1992
Integrating forward-chaining rules with operations and permanent knowledge bases.
Journal of Systems Integration, 1992

Activation pattern controlled rules: Towards an integration of data-driven and command-driven programming.
Appl. Intell., 1992

Permanent object storage and collections for object-oriented systems with rules.
Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992

Suggesting Causes of Faults in Data-Driven Rule-Based Systems.
Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992

Rules in an Extended C++.
Proceedings of the Computing and Information, 1992

1991
Toward a Formal Semantics and Inference Rules for Conceptual Data Models.
Data Knowl. Eng., 1991

A Methodology for the Design and Transformation of Conceptual Schemas.
Proceedings of the 17th International Conference on Very Large Data Bases, 1991

Integrating Variables and Operations into Rule-Based Forward Chaining Systems.
Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991

Historical Rete networks for debugging rule-based systems.
Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991

TANGUY: Integrating Database, Rule-based and Object-Oriented Paradigms.
Proceedings of the Database Systems for Advanced Applications '91, 1991

1990
Integration of Rules into a Knowledge Base Management System.
Proceedings of the First International Conference on Systems Integration, 1990

1988
DALI - a Knowledge Base Management System.
IEA/AIE (Vol. 2), 1988

1985
Acquisition of Terminological Knowledge Using Database Design Techniques.
Proceedings of the 1985 ACM SIGMOD International Conference on Management of Data, 1985

1984
From Natural Language Requirements to good Data Base Definitions - A Data Base Design Methodology.
Proceedings of the First International Conference on Data Engineering, 1984

Methoden und rechnergestützte Werkzeuge für den logischen Datenbankentwurf.
PhD thesis, 1984

1978
Problem Solving by Hyper Planning.
AISB/GI (ECAI), 1978


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