Christoph F. Eick

ORCID

Publication Activity (10 Years)

Years Active: 1978-2024
Publications (10 Years): 23

Top Venues

ISMIS

BigSpatial@SIGSPATIAL

BIBE

Int. J. Semantic Comput.

Karlsruhe Institute of Technology, Germany (PHD)

Education History

Karlsruhe Institute of Technology, Germany

PHD

Publications

Paul K. Amalaman, Christoph F. Eick
SHCF: A supervised hierarchical clustering approach to remove high density salt and pepper noise from black and white content digital images. Multim. Tools Appl. 83 (4) (2024)
Christoph F. Eick, Md. Mahin, Guoning Chen, Honghai Zhang
On Threshold Correlation with Application to Studying the Relationship of Temperature and Relative Humidity. GeoAI@SIGSPATIAL (2023)
Raunak Sarbajna, Christoph F. Eick, Aron Laszka
PhobosBC: A Blockchain-based Crowdsourced Post-disaster Mapping System and its Agent-based Simulation. GeoSim@SIGSPATIAL (2023)
Steve Aibuedefe Aigbe, Christoph F. Eick
Learning Domain-Specific Word Embeddings from COVID-19 Tweets. IEEE BigData (2021)
Raunak Sarbajna, Christoph F. Eick, Aron Laszka
DEIMOSBC: A Blockchain-based System for Crowdsensing after Natural Disasters. BRAINS (2021)
Rishabh Sharma, Christoph F. Eick, Nikolaos V. Tsekos
SM2N2: A Stacked Architecture for Multimodal Data and Its Application to Myocardial Infarction Detection. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Rishabh Sharma, Christoph F. Eick, Nikolaos V. Tsekos
Myocardial Infarction Segmentation in Late Gadolinium Enhanced MRI Images using Data Augmentation and Chaining Multiple U-Net. BIBE (2020)
Arjun Subramanyam Varalakshmi, Chong Wang, Christoph F. Eick
Fast proximity graph generation with spark. BigSpatial@SIGSPATIAL (2019)
Yongli Zhang, Christoph F. Eick
Tracking Events in Twitter by Combining an LDA-Based Approach and a Density-Contour Clustering Approach. Int. J. Semantic Comput. 13 (1) (2019)
Romita Banerjee, Karima Elgarroussi, Sujing Wang, Akhil Talari, Yongli Zhang, Christoph F. Eick
K2: A Novel Data Analysis Framework to Understand US Emotions in Space and Time. Int. J. Semantic Comput. 13 (1) (2019)
Wenhui Chu, Giovanni Molina, Nikhil V. Navkar, Christoph F. Eick, Aaron T. Becker, Panagiotis Tsiamyrtzis, Nikolaos V. Tsekos
BNU-Net: A Novel Deep Learning Approach for LV MRI Analysis in Short-Axis MRI. BIBE (2019)
Sujing Wang, Christoph F. Eick
A data mining framework for environmental and geo-spatial data analysis. Int. J. Data Sci. Anal. 5 (2-3) (2018)
Karima Elgarroussi, Sujing Wang, Romita Banerjee, Christoph F. Eick
Aconcagua: A Novel Spatiotemporal Emotion Change Analysis Framework. GeoAI@SIGSPATIAL (2018)
Yongli Zhang, Christoph F. Eick
A Novel Two-Stage System for Detecting and Tracking Events in Twitter. AIKE (2018)
Romita Banerjee, Karima Elgarroussi, Sujing Wang, Yongli Zhang, Christoph F. Eick
Tweet Emotion Mapping: Understanding US Emotions in Time and Space. AIKE (2018)
Yongli Zhang, Sujing Wang, Amar Mani Aryal, Christoph F. Eick
"Serial" versus "Parallel": A Comparison of Spatio-Temporal Clustering Approaches. ISMIS (2017)
Paul K. Amalaman, Christoph F. Eick, Chong Wang
Supervised Taxonomies - Algorithms and Applications. IEEE Trans. Knowl. Data Eng. 29 (9) (2017)
Yongli Zhang, Christoph F. Eick
ST-COPOT: Spatio-temporal Clustering with Contour Polygon Trees. SIGSPATIAL/GIS (2017)
Fatih Akdag, Christoph F. Eick
Interestingness Hotspot Discovery in Spatial Datasets Using a Graph-Based Approach. MLDM (2016)
Yongli Zhang, Christoph F. Eick
ST-DCONTOUR: a serial, density-contour based spatio-temporal clustering approach to cluster location streams. IWGS@SIGSPATIAL (2016)
Paul K. Amalaman, Christoph F. Eick
HC-edit: A Hierarchical Clustering Approach to Data Editing. ISMIS (2015)
Paul K. Amalaman, Christoph F. Eick
Avalanche: A Hierarchical, Divisive Clustering Algorithm. MLDM (2015)
Fatih Akdag, Christoph F. Eick
An optimized interestingness hotspot discovery framework for large gridded spatio-temporal datasets. IEEE BigData (2015)
Fatih Akdag, Christoph F. Eick, Guoning Chen
Creating Polygon Models for Spatial Clusters. ISMIS (2014)
Yongli Zhang, Christoph F. Eick
Novel clustering and analysis techniques for mining spatio-temporal data. SIGSPATIAL PhD Workshop (2014)
Fatih Akdag, Josh Urban Davis, Christoph F. Eick
A computational framework for finding interestingness hotspots in large spatio-temporal grids. BigSpatial@SIGSPATIAL (2014)
Sujing Wang, Tianxing Cai, Christoph F. Eick
New Clustering and Analyzing Technique for Mining Multi-source Enriched Geo-spatial Data. GeoRich@SIGMOD (2014)
Sujing Wang, Christoph F. Eick
A polygon-based clustering and analysis framework for mining spatial datasets. GeoInformatica 18 (3) (2014)
Christoph F. Eick, Fatih Akdag, Paul K. Amalaman, Aditya Tadakaluru
A Framework for Discriminative Polygonal Place Scoping. COMP@SIGSPATIAL (2013)
Sujing Wang, Tianxing Cai, Christoph F. Eick
New Spatiotemporal Clustering Algorithms and their Applications to Ozone Pollution. ICDM Workshops (2013)
Paul K. Amalaman, Christoph F. Eick, Nouhad J. Rizk
Using Turning Point Detection to Obtain Better Regression Trees. MLDM (2013)
Christoph F. Eick
Uncertainty Management for Fuzzy Decision Support Systems CoRR (2013)
Zechun Cao, Sujing Wang, Germain Forestier, Anne Puissant, Christoph F. Eick
Analyzing the composition of cities using spatial clustering. UrbComp@KDD (2013)
Rachsuda Jiamthapthaksin, Christoph F. Eick, Seungchan Lee
GAC-GEO: a generic agglomerative clustering framework for geo-referenced datasets. Knowl. Inf. Syst. 29 (3) (2011)
Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot
A framework for regional association rule mining and scoping in spatial datasets. GeoInformatica 15 (1) (2011)
Chun-Sheng Chen, Christoph F. Eick, Nouhad J. Rizk
Mining Spatial Trajectories Using Non-parametric Density Functions. MLDM (2011)
Tomasz F. Stepinski, Wei Ding, Christoph F. Eick
Controlling patterns of geospatial phenomena. GeoInformatica 15 (3) (2011)
Chun-Sheng Chen, Nauful Shaikh, Panitee Charoenrattanaruk, Christoph F. Eick, Nouhad J. Rizk, Edgar Gabriel
Design and Evaluation of a Parallel Execution Framework for the CLEVER Clustering Algorithm. PARCO (2011)
Ruth Miller, Chun-Sheng Chen, Christoph F. Eick, Abraham Bagherjeiran
A framework for spatial feature selection and scoping and its application to geo-targeting. ICSDM (2011)
Sujing Wang, Chun-Sheng Chen, Vadeerat Rinsurongkawong, Fatih Akdag, Christoph F. Eick
A polygon-based methodology for mining related spatial datasets. GIS-DMG (2010)
Vadeerat Rinsurongkawong, Chun-Sheng Chen, Christoph F. Eick, Michael D. Twa
Analyzing change in spatial data by utilizing polygon models. COM.Geo (2010)
Vadeerat Rinsurongkawong, Christoph F. Eick
Correspondence Clustering: An Approach to Cluster Multiple Related Spatial Datasets. PAKDD (1) (2010)
Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricardo Vilalta
A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining. ADMA (2009)
Justin R. Thomas, Christoph F. Eick
Online Learning of Spacecraft Simulation Models. IAAI (2009)
Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Ordonez
Regional Pattern Discovery in Geo-referenced Datasets Using PCA. MLDM (2009)
Rachsuda Jiamthapthaksin, Christoph F. Eick, Vadeerat Rinsurongkawong
An architecture and algorithms for multi-run clustering. CIDM (2009)
Wei Ding, Tomasz F. Stepinski, Rachana Parmar, Dan Jiang, Christoph F. Eick
Discovery of feature-based hot spots using supervised clustering. Comput. Geosci. 35 (7) (2009)
Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa
Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions. PAKDD (2009)
Vadeerat Rinsurongkawong, Christoph F. Eick
Change analysis in spatial datasets by interestingness comparison. ACM SIGSPATIAL Special 1 (1) (2009)
Oner Ulvi Celepcikay, Christoph F. Eick
REG^2: a regional regression framework for geo-referenced datasets. GIS (2009)
Tomasz F. Stepinski, Wei Ding, Christoph F. Eick
Discovering controlling factors of geospatial variables. GIS (2008)
Christoph F. Eick, Rachana Parmar, Wei Ding, Tomasz F. Stepinski, Jean-Philippe Nicot
Finding regional co-location patterns for sets of continuous variables in spatial datasets. GIS (2008)
Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick
Towards Region Discovery in Spatial Datasets. PAKDD (2008)
Jiyeon Choo, Rachsuda Jiamthapthaksin, Chun-Sheng Chen, Oner Ulvi Celepcikay, Christian Giusti, Christoph F. Eick
MOSAIC: A Proximity Graph Approach for Agglomerative Clustering. DaWaK (2007)
Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot
On Regional Association Rule Scoping. ICDM Workshops (2007)
Dan Jiang, Christoph F. Eick, Chun-Sheng Chen
On supervised density estimation techniques and their application to spatial data mining. GIS (2007)
Christoph F. Eick, Banafsheh Vaezian, Dan Jiang, Jing Wang
Discovery of Interesting Regions in Spatial Data Sets Using Supervised Clustering. PKDD (2006)
Christoph F. Eick, Alain Rouhana, Abraham Bagherjeiran, Ricardo Vilalta
Using clustering to learn distance functions for supervised similarity assessment. Eng. Appl. Artif. Intell. 19 (4) (2006)
Wei Ding, Christoph F. Eick, Jing Wang, Xiaojing Yuan
A Framework for Regional Association Rule Mining in Spatial Datasets. ICDM (2006)
Tae-Wan Ryu, Christoph F. Eick
A database clustering methodology and tool. Inf. Sci. 171 (1-3) (2005)
Christoph F. Eick, Nidal M. Zeidat
Using Supervised Clustering to Enhance Classifiers. ISMIS (2005)
Abraham Bagherjeiran, Christoph F. Eick, Chun-Sheng Chen, Ricardo Vilalta
Adaptive Clustering: Obtaining Better Clusters Using Feedback and Past Experience. ICDM (2005)
Abraham Bagherjeiran, Ricardo Vilalta, Christoph F. Eick
Content-Based Image Retrieval through a Multi-Agent Meta-Learning Framework. ICTAI (2005)
Christoph F. Eick, Alain Rouhana, Abraham Bagherjeiran, Ricardo Vilalta
Using Clustering to Learn Distance Functions for Supervised Similarity Assessment. MLDM (2005)
Christoph F. Eick, Nidal M. Zeidat, Zhenghong Zhao
Supervised Clustering - Algorithms and Benefits. ICTAI (2004)
Nidal M. Zeidat, Christoph F. Eick
K-medoid-style Clustering Algorithms for Supervised Summary Generation. IC-AI (2004)
Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick
Piece-Wise Model Fitting Using Local Data Patterns. ECAI (2004)
Christoph F. Eick, Nidal M. Zeidat, Ricardo Vilalta
Using Representative-Based Clustering for Nearest Neighbor Dataset Editing. ICDM (2004)
Tae-Wan Ryu, Christoph F. Eick
A Systematic Database Summary Generation Using the Distributed Query Discovery System. ICCSA (4) (2004)
Xiaoyong Li, Christoph F. Eick
Fast Decision Tree Learning Algorithms for Microarray Data Collections. ICMLA (2003)
Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick
Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers. ICDM (2003)
Clifton Davis, Christoph F. Eick
A heuristic search based factoring tool. ICTAI (2000)
Clifton Davis, Christoph F. Eick
Emperor: Cheap Legal Secure Cryptography for the Web. SAC (1999)
Christoph F. Eick, Walter D. Sanz, Ruijian Zhang
Genetic programming system for building block analysis to enhance data analysis and data mining techniques. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (1999)
Brian Cloteaux, Christoph F. Eick, Bernadette Bouchon-Meunier, Vladik Kreinovich
From ordered beliefs to numbers: How to elicit numbers without asking for them (doable but computationally difficult). Int. J. Intell. Syst. 13 (9) (1998)
Clifton Davis, Christoph F. Eick
Using Offset Invariant Crossover as a Tool for Discovering Cycle Lengths of a Periodic Function. Evolutionary Programming (1998)
Ben S. Hadad, Christoph F. Eick
Supporting Polyploidy in Genetic Algorithms Using Dominance Vectors. Evolutionary Programming (1997)
Ben S. Hadad, Christoph F. Eick
Using Recurrent Selection to Improve GA Performance. ISMIS (1997)
Tae-Wan Ryu, Christoph F. Eick
Deriving Queries from Results Using Genetic Programming. KDD (1996)
Clifton Davis, Christoph F. Eick, Balasubramanian Krishnamurthy, Ashish Shah, Lee Wanke
Chirico - a Framework for Computerization of Medical Practice Guidelines. Int. J. Artif. Intell. Tools 5 (1-2) (1996)
Yeong-Joon Kim, Christoph F. Eick
Multi-rule-set Decision-making Schemes for a Genetic Algorithm Learning Environment for Classification Tasks. Evolutionary Programming (1995)
Stefano Odoardi, Christoph F. Eick
Tools for the definition and enforcement of dynamic constraints. ICTAI (1995)
Clifton Davis, Christoph F. Eick, Balasubramanian Krishnamurthy, Ashish Shah, Lee Wanke
Chirico-a framework for computerization of medical practice guidelines. ICTAI (1995)
Bogdan D. Czejdo, Bill P. Buckles, L. Smith, Christoph F. Eick
An Adaptive Browsing System Based on Rules for Object-Oriented Databases. IFIP Congress (1) (1994)
Christoph F. Eick, Ema Toto
Evaluation and Enhancement of Bayesian Rule-Sets in a Genetic Algorithm Learning Environment for Classification Tasks. ISMIS (1994)
Christoph F. Eick, Yeong-Joon Kim, Nicola Secomandi
Enhancing Diversity for a Genetic Algorithm Learning Environment for Classfication Tasks. ICTAI (1994)
Christoph F. Eick, Daw Jong
Learning Bayesian Classification Rules through Genetic Algorithms. CIKM (1993)
Sharon M. Tuttle, Christoph F. Eick
Historical Rete Networks to Support the Debugging of Forward-Chaining Rule-Based Programs. Int. J. Artif. Intell. Tools 2 (1) (1993)
Christoph F. Eick, Paul Werstein
Rule-Based Consistency Enforcement for Knowledge-Based Systems. IEEE Trans. Knowl. Data Eng. 5 (1) (1993)
Iliano Cervesato, Christoph F. Eick
Expression and Enforcement of Dynamic Integrity Constraints. SEBD (1993)
Christoph F. Eick, Nikhil N. Mehta
Decision making involving imperfect knowledge. IEEE Trans. Syst. Man Cybern. 23 (3) (1993)
Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor
Integrating Sets, Rules, and Data in an Object-Oriented Environment. IEEE Expert 8 (1) (1993)
Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor
Permanent object storage and collections for object-oriented systems with rules. SAC (1992)
Christoph F. Eick
Activation pattern controlled rules: Towards an integration of data-driven and command-driven programming. Appl. Intell. 2 (1) (1992)
Sharon M. Tuttle, Christoph F. Eick
Suggesting Causes of Faults in Data-Driven Rule-Based Systems. ICTAI (1992)
Christoph F. Eick, Jialin Liu, Paul Werstein
Integrating forward-chaining rules with operations and permanent knowledge bases. J. Syst. Integr. 2 (3) (1992)
Bogdan D. Czejdo, Christoph F. Eick
Rules in an Extended C++. ICCI (1992)
Christoph F. Eick
A Methodology for the Design and Transformation of Conceptual Schemas. VLDB (1991)
Christoph F. Eick, Thomas Raupp
Toward a Formal Semantics and Inference Rules for Conceptual Data Models. Data Knowl. Eng. 6 (1991)
Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor
TANGUY: Integrating Database, Rule-based and Object-Oriented Paradigms. DASFAA (1991)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christoph F. Eick