Christoph F. Eick

According to our database, Christoph F. Eick authored at least 108 papers between 1978 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SHCF: A supervised hierarchical clustering approach to remove high density salt and pepper noise from black and white content digital images.

Paul K. Amalaman, Christoph F. Eick

Multim. Tools Appl., January, 2024

2023

PhobosBC: A Blockchain-based Crowdsourced Post-disaster Mapping System and its Agent-based Simulation.

Raunak Sarbajna, Christoph F. Eick, Aron Laszka

Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, 2023

On Threshold Correlation with Application to Studying the Relationship of Temperature and Relative Humidity.

Christoph F. Eick, Md. Mahin, Guoning Chen, Honghai Zhang

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

2021

DEIMOSBC: A Blockchain-based System for Crowdsensing after Natural Disasters.

Raunak Sarbajna, Christoph F. Eick, Aron Laszka

Proceedings of the 3rd Conference on Blockchain Research & Applications for Innovative Networks and Services, 2021

Learning Domain-Specific Word Embeddings from COVID-19 Tweets.

Steve Aibuedefe Aigbe, Christoph F. Eick

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

SM2N2: A Stacked Architecture for Multimodal Data and Its Application to Myocardial Infarction Detection.

Rishabh Sharma, Christoph F. Eick, Nikolaos V. Tsekos

Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Myocardial Infarction Segmentation in Late Gadolinium Enhanced MRI Images using Data Augmentation and Chaining Multiple U-Net.

Rishabh Sharma, Christoph F. Eick, Nikolaos V. Tsekos

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Tracking Events in Twitter by Combining an LDA-Based Approach and a Density-Contour Clustering Approach.

Yongli Zhang, Christoph F. Eick

Int. J. Semantic Comput., 2019

K2: A Novel Data Analysis Framework to Understand US Emotions in Space and Time.

Romita Banerjee, Karima Elgarroussi, Sujing Wang, Akhil Talari, Yongli Zhang, Christoph F. Eick

Int. J. Semantic Comput., 2019

Fast proximity graph generation with spark.

Arjun Subramanyam Varalakshmi, Chong Wang, Christoph F. Eick

Proceedings of the 8th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2019

BNU-Net: A Novel Deep Learning Approach for LV MRI Analysis in Short-Axis MRI.

Wenhui Chu, Giovanni Molina, Nikhil V. Navkar, Christoph F. Eick, Aaron T. Becker, Panagiotis Tsiamyrtzis, Nikolaos V. Tsekos

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

A data mining framework for environmental and geo-spatial data analysis.

Sujing Wang, Christoph F. Eick

Int. J. Data Sci. Anal., 2018

Aconcagua: A Novel Spatiotemporal Emotion Change Analysis Framework.

Karima Elgarroussi, Sujing Wang, Romita Banerjee, Christoph F. Eick

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2018

A Novel Two-Stage System for Detecting and Tracking Events in Twitter.

Yongli Zhang, Christoph F. Eick

Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

Tweet Emotion Mapping: Understanding US Emotions in Time and Space.

Romita Banerjee, Karima Elgarroussi, Sujing Wang, Yongli Zhang, Christoph F. Eick

Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017

Supervised Taxonomies - Algorithms and Applications.

Paul K. Amalaman, Christoph F. Eick, Chong Wang

IEEE Trans. Knowl. Data Eng., 2017

"Serial" versus "Parallel": A Comparison of Spatio-Temporal Clustering Approaches.

Yongli Zhang, Sujing Wang, Amar Mani Aryal, Christoph F. Eick

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

ST-COPOT: Spatio-temporal Clustering with Contour Polygon Trees.

Yongli Zhang, Christoph F. Eick

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.

Fatih Akdag, Christoph F. Eick

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.

Yongli Zhang, Christoph F. Eick

Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

2015

Avalanche: A Hierarchical, Divisive Clustering Algorithm.

Paul K. Amalaman, Christoph F. Eick

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

HC-edit: A Hierarchical Clustering Approach to Data Editing.

Paul K. Amalaman, Christoph F. Eick

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

An optimized interestingness hotspot discovery framework for large gridded spatio-temporal datasets.

Fatih Akdag, Christoph F. Eick

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

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

Sujing Wang, Christoph F. Eick

GeoInformatica, 2014

New Clustering and Analyzing Technique for Mining Multi-source Enriched Geo-spatial Data.

Sujing Wang, Tianxing Cai, Christoph F. Eick

Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data, 2014

Creating Polygon Models for Spatial Clusters.

Fatih Akdag, Christoph F. Eick, Guoning Chen

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Novel clustering and analysis techniques for mining spatio-temporal data.

Yongli Zhang, Christoph F. Eick

Proceedings of the 1st ACM SIGSPATIAL PhD Workshop, 2014

A computational framework for finding interestingness hotspots in large spatio-temporal grids.

Fatih Akdag, Josh Urban Davis, Christoph F. Eick

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014

2013

Uncertainty Management for Fuzzy Decision Support Systems

Christoph F. Eick

CoRR, 2013

Using Turning Point Detection to Obtain Better Regression Trees.

Paul K. Amalaman, Christoph F. Eick, Nouhad J. Rizk

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Analyzing the composition of cities using spatial clustering.

Zechun Cao, Sujing Wang, Germain Forestier, Anne Puissant, Christoph F. Eick

Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

New Spatiotemporal Clustering Algorithms and their Applications to Ozone Pollution.

Sujing Wang, Tianxing Cai, Christoph F. Eick

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A Framework for Discriminative Polygonal Place Scoping.

Christoph F. Eick, Fatih Akdag, Paul K. Amalaman, Aditya Tadakaluru

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.

Rachsuda Jiamthapthaksin, Christoph F. Eick, Seungchan Lee

Knowl. Inf. Syst., 2011

Controlling patterns of geospatial phenomena.

Tomasz F. Stepinski, Wei Ding, Christoph F. Eick

GeoInformatica, 2011

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

Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot

GeoInformatica, 2011

Design and Evaluation of a Parallel Execution Framework for the CLEVER Clustering Algorithm.

Chun-Sheng Chen, Nauful Shaikh, Panitee Charoenrattanaruk, Christoph F. Eick, Nouhad J. Rizk, Edgar Gabriel

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.

Chun-Sheng Chen, Christoph F. Eick, Nouhad J. Rizk

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.

Ruth Miller, Chun-Sheng Chen, Christoph F. Eick, Abraham Bagherjeiran

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.

Vadeerat Rinsurongkawong, Christoph F. Eick

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A polygon-based methodology for mining related spatial datasets.

Sujing Wang, Chun-Sheng Chen, Vadeerat Rinsurongkawong, Fatih Akdag, Christoph F. Eick

Proceedings of the 2010 First International Workshop on Data Mining for Geoinformatics, 2010

Analyzing change in spatial data by utilizing polygon models.

Vadeerat Rinsurongkawong, Chun-Sheng Chen, Christoph F. Eick, Michael D. Twa

Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

Mosaic.

Rachsuda Jiamthapthaksin, Jiyeon Choo, Chun-Sheng Chen, Oner Ulvi Celepcikay, Christian Giusti, Christoph F. Eick

Proceedings of the Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010

2009

Change analysis in spatial datasets by interestingness comparison.

Vadeerat Rinsurongkawong, Christoph F. Eick

ACM SIGSPATIAL Special, 2009

Discovery of feature-based hot spots using supervised clustering.

Wei Ding, Tomasz F. Stepinski, Rachana Parmar, Dan Jiang, Christoph F. Eick

Comput. Geosci., 2009

Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.

Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Regional Pattern Discovery in Geo-referenced Datasets Using PCA.

Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Ordonez

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Online Learning of Spacecraft Simulation Models.

Justin R. Thomas, Christoph F. Eick

Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

REG^2: a regional regression framework for geo-referenced datasets.

Oner Ulvi Celepcikay, Christoph F. Eick

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

An architecture and algorithms for multi-run clustering.

Rachsuda Jiamthapthaksin, Christoph F. Eick, Vadeerat Rinsurongkawong

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.

Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricardo Vilalta

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008

Distance Function Learning for Supervised Similarity Assessment.

Abraham Bagherjeiran, Christoph F. Eick

Proceedings of the Case-Based Reasoning on Images and Signals, 2008

Towards Region Discovery in Spatial Datasets.

Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Discovering controlling factors of geospatial variables.

Tomasz F. Stepinski, Wei Ding, Christoph F. Eick

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.

Christoph F. Eick, Rachana Parmar, Wei Ding, Tomasz F. Stepinski, Jean-Philippe Nicot

Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2007

On Regional Association Rule Scoping.

Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot

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.

Dan Jiang, Christoph F. Eick, Chun-Sheng Chen

Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

MOSAIC: A Proximity Graph Approach for Agglomerative Clustering.

Jiyeon Choo, Rachsuda Jiamthapthaksin, Chun-Sheng Chen, Oner Ulvi Celepcikay, Christian Giusti, Christoph F. Eick

Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

2006

Using clustering to learn distance functions for supervised similarity assessment.

Christoph F. Eick, Alain Rouhana, Abraham Bagherjeiran, Ricardo Vilalta

Eng. Appl. Artif. Intell., 2006

Discovery of Interesting Regions in Spatial Data Sets Using Supervised Clustering.

Christoph F. Eick, Banafsheh Vaezian, Dan Jiang, Jing Wang

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

A Framework for Regional Association Rule Mining in Spatial Datasets.

Wei Ding, Christoph F. Eick, Jing Wang, Xiaojing Yuan

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

A database clustering methodology and tool.

Tae-Wan Ryu, Christoph F. Eick

Inf. Sci., 2005

Using Supervised Clustering to Enhance Classifiers.

Christoph F. Eick, Nidal M. Zeidat

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Content-Based Image Retrieval through a Multi-Agent Meta-Learning Framework.

Abraham Bagherjeiran, Ricardo Vilalta, Christoph F. Eick

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.

Abraham Bagherjeiran, Christoph F. Eick, Chun-Sheng Chen, Ricardo Vilalta

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

Supervised Clustering - Algorithms and Benefits.

Christoph F. Eick, Nidal M. Zeidat, Zhenghong Zhao

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Using Representative-Based Clustering for Nearest Neighbor Dataset Editing.

Christoph F. Eick, Nidal M. Zeidat, Ricardo Vilalta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

A Systematic Database Summary Generation Using the Distributed Query Discovery System.

Tae-Wan Ryu, Christoph F. Eick

Proceedings of the Computational Science and Its Applications, 2004

K-medoid-style Clustering Algorithms for Supervised Summary Generation.

Nidal M. Zeidat, Christoph F. Eick

Proceedings of the International Conference on Artificial Intelligence, 2004

Piece-Wise Model Fitting Using Local Data Patterns.

Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Fast Decision Tree Learning Algorithms for Microarray Data Collections.

Xiaoyong Li, Christoph F. Eick

Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003

Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers.

Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2000

A heuristic search based factoring tool.

Clifton Davis, Christoph F. Eick

Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

1999

Emperor: Cheap Legal Secure Cryptography for the Web.

Clifton Davis, Christoph F. Eick

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.

Christoph F. Eick, Walter D. Sanz, Ruijian Zhang

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).

Brian Cloteaux, Christoph F. Eick, Bernadette Bouchon-Meunier, Vladik Kreinovich

Int. J. Intell. Syst., 1998

Using Offset Invariant Crossover as a Tool for Discovering Cycle Lengths of a Periodic Function.

Clifton Davis, Christoph F. Eick

Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997

Using Recurrent Selection to Improve GA Performance.

Ben S. Hadad, Christoph F. Eick

Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

Supporting Polyploidy in Genetic Algorithms Using Dominance Vectors.

Ben S. Hadad, Christoph F. Eick

Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997

1996

Chirico - a Framework for Computerization of Medical Practice Guidelines.

Clifton Davis, Christoph F. Eick, Balasubramanian Krishnamurthy, Ashish Shah, Lee Wanke

Int. J. Artif. Intell. Tools, 1996

Deriving Queries from Results Using Genetic Programming.

Tae-Wan Ryu, Christoph F. Eick

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.

Stefano Odoardi, Christoph F. Eick

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.

Yeong-Joon Kim, Christoph F. Eick

Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995

1994

Evaluation and Enhancement of Bayesian Rule-Sets in a Genetic Algorithm Learning Environment for Classification Tasks.

Christoph F. Eick, Ema Toto

Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

An Adaptive Browsing System Based on Rules for Object-Oriented Databases.

Bogdan D. Czejdo, Bill P. Buckles, L. Smith, Christoph F. Eick

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.

Christoph F. Eick, Yeong-Joon Kim, Nicola Secomandi

Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994

1993

Decision making involving imperfect knowledge.

Christoph F. Eick, Nikhil N. Mehta

IEEE Trans. Syst. Man Cybern., 1993

Rule-Based Consistency Enforcement for Knowledge-Based Systems.

Christoph F. Eick, Paul Werstein

IEEE Trans. Knowl. Data Eng., 1993

Historical Rete Networks to Support the Debugging of Forward-Chaining Rule-Based Programs.

Sharon M. Tuttle, Christoph F. Eick

Int. J. Artif. Intell. Tools, 1993

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

Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor

IEEE Expert, 1993

Expression and Enforcement of Dynamic Integrity Constraints.

Iliano Cervesato, Christoph F. Eick

Proceedings of the Convegno SEBD'93, 1993

Learning Bayesian Classification Rules through Genetic Algorithms.

Christoph F. Eick, Daw Jong

Proceedings of the CIKM 93, 1993

1992

Integrating forward-chaining rules with operations and permanent knowledge bases.

Christoph F. Eick, Jialin Liu, Paul Werstein

J. Syst. Integr., 1992

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

Christoph F. Eick

Appl. Intell., 1992

Permanent object storage and collections for object-oriented systems with rules.

Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor

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.

Sharon M. Tuttle, Christoph F. Eick

Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992

Rules in an Extended C++.

Bogdan D. Czejdo, Christoph F. Eick

Proceedings of the Computing and Information, 1992

1991

Toward a Formal Semantics and Inference Rules for Conceptual Data Models.

Christoph F. Eick, Thomas Raupp

Data Knowl. Eng., 1991

A Methodology for the Design and Transformation of Conceptual Schemas.

Christoph F. Eick

Proceedings of the 17th International Conference on Very Large Data Bases, 1991

Integrating Variables and Operations into Rule-Based Forward Chaining Systems.

Christoph F. Eick

Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991

Historical Rete networks for debugging rule-based systems.

Sharon M. Tuttle, Christoph F. Eick

Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991

TANGUY: Integrating Database, Rule-based and Object-Oriented Paradigms.

Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor

Proceedings of the Database Systems for Advanced Applications '91, 1991

1990

Integration of Rules into a Knowledge Base Management System.

Christoph F. Eick, Jialin Liu, Paul Werstein

Proceedings of the First International Conference on Systems Integration, 1990

1988

DALI - a Knowledge Base Management System.

Christoph F. Eick, Rajeev Kochhar, Suresh Kumar

Proceedings of the First International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, 1988

1985

Acquisition of Terminological Knowledge Using Database Design Techniques.

Christoph F. Eick, Peter C. Lockemann

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.

Christoph F. Eick

Proceedings of the First International Conference on Data Engineering, 1984

Methoden und rechnergestützte Werkzeuge für den logischen Datenbankentwurf.

Christoph F. Eick

PhD thesis, 1984

1978

Problem Solving by Hyper Planning.

Christoph F. Eick, Peter Raulefs

Proceedings of AISB/GI Conference (Proceedings of the 4th European Conference on Artificial Intelligence), 1978