Christoph F. Eick

115 papers A* 7A 2B 13C 15Misc 3Journal 25Unranked 47

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Proteus: A system for combining paths collected using crowdsensing. GeoInformatica Raunak Sarbajna, Christoph F. Eick, Jianyuan Ni
2024	J	`jnl`	COVID19-CBABM: A City-Based Agent Based Disease Spread Modeling Framework. CoRR Raunak Sarbajna, Karima Elgarroussi, Hoang D. Vo, Jianyuan Ni, Christoph F. Eick
2024	B	`conf`	Norma: A Framework for Finding Threshold Associations Between Continuous Variables Using Point-wise Functions. IEEE Big Data Md. Mahin, Christoph F. Eick
2024	J	`jnl`	SHCF: A supervised hierarchical clustering approach to remove high density salt and pepper noise from black and white content digital images. Multim. Tools Appl. Paul K. Amalaman, Christoph F. Eick
2024	—	`conf`	Sirius: A Density-based Colocation Mining Framework for Sets of Continuous Spatial Variables. ICDM (Workshops) Md Mahin, Aparna Budhavarapu, Karima Elgarroussi, Ernst L. Leiss, Christoph F. Eick
2023	—	`conf`	On Threshold Correlation with Application to Studying the Relationship of Temperature and Relative Humidity. GeoAI@SIGSPATIAL Christoph F. Eick, Md. Mahin, Guoning Chen, Honghai Zhang
2023	—	`conf`	PhobosBC: A Blockchain-based Crowdsourced Post-disaster Mapping System and its Agent-based Simulation. GeoSim@SIGSPATIAL Raunak Sarbajna, Christoph F. Eick, Aron Laszka
2021	—	`conf`	DEIMOSBC: A Blockchain-based System for Crowdsensing after Natural Disasters. BRAINS Raunak Sarbajna, Christoph F. Eick, Aron Laszka
2021	—	`conf`	Learning Domain-Specific Word Embeddings from COVID-19 Tweets. IEEE BigData Steve Aibuedefe Aigbe, Christoph F. Eick
2020	C	`conf`	Myocardial Infarction Segmentation in Late Gadolinium Enhanced MRI Images using Data Augmentation and Chaining Multiple U-Net. BIBE Rishabh Sharma, Christoph F. Eick, Nikolaos V. Tsekos
2020	—	`conf`	SM2N2: A Stacked Architecture for Multimodal Data and Its Application to Myocardial Infarction Detection. M&Ms and EMIDEC/STACOM@MICCAI Rishabh Sharma, Christoph F. Eick, Nikolaos V. Tsekos
2019	C	`conf`	BNU-Net: A Novel Deep Learning Approach for LV MRI Analysis in Short-Axis MRI. BIBE Wenhui Chu, Giovanni Molina, Nikhil V. Navkar, Christoph F. Eick, Aaron T. Becker, Panagiotis Tsiamyrtzis, Nikolaos V. Tsekos
2019	—	`conf`	Fast proximity graph generation with spark. BigSpatial@SIGSPATIAL Arjun Subramanyam Varalakshmi, Chong Wang, Christoph F. Eick
2019	J	`jnl`	K2: A Novel Data Analysis Framework to Understand US Emotions in Space and Time. Int. J. Semantic Comput. Romita Banerjee, Karima Elgarroussi, Sujing Wang, Akhil Talari, Yongli Zhang, Christoph F. Eick
2019	J	`jnl`	Tracking Events in Twitter by Combining an LDA-Based Approach and a Density-Contour Clustering Approach. Int. J. Semantic Comput. Yongli Zhang, Christoph F. Eick
2018	—	`conf`	A Novel Two-Stage System for Detecting and Tracking Events in Twitter. AIKE Yongli Zhang, Christoph F. Eick
2018	J	`jnl`	A data mining framework for environmental and geo-spatial data analysis. Int. J. Data Sci. Anal. Sujing Wang, Christoph F. Eick
2018	—	`conf`	Aconcagua: A Novel Spatiotemporal Emotion Change Analysis Framework. GeoAI@SIGSPATIAL Karima Elgarroussi, Sujing Wang, Romita Banerjee, Christoph F. Eick
2018	—	`conf`	Tweet Emotion Mapping: Understanding US Emotions in Time and Space. AIKE Romita Banerjee, Karima Elgarroussi, Sujing Wang, Yongli Zhang, Christoph F. Eick
2017	C	`conf`	"Serial" versus "Parallel": A Comparison of Spatio-Temporal Clustering Approaches. ISMIS Yongli Zhang, Sujing Wang, Amar Mani Aryal, Christoph F. Eick
2017	—	`conf`	ST-COPOT: Spatio-temporal Clustering with Contour Polygon Trees. SIGSPATIAL/GIS Yongli Zhang, Christoph F. Eick
2017	J	`jnl`	Supervised Taxonomies - Algorithms and Applications. IEEE Trans. Knowl. Data Eng. Paul K. Amalaman, Christoph F. Eick, Chong Wang
2016	—	`conf`	Interestingness Hotspot Discovery in Spatial Datasets Using a Graph-Based Approach. MLDM Fatih Akdag, Christoph F. Eick
2016	—	`conf`	ST-DCONTOUR: a serial, density-contour based spatio-temporal clustering approach to cluster location streams. IWGS@SIGSPATIAL Yongli Zhang, Christoph F. Eick
2015	—	`conf`	An optimized interestingness hotspot discovery framework for large gridded spatio-temporal datasets. IEEE BigData Fatih Akdag, Christoph F. Eick
2015	—	`conf`	Avalanche: A Hierarchical, Divisive Clustering Algorithm. MLDM Paul K. Amalaman, Christoph F. Eick
2015	C	`conf`	HC-edit: A Hierarchical Clustering Approach to Data Editing. ISMIS Paul K. Amalaman, Christoph F. Eick
2014	—	`conf`	A computational framework for finding interestingness hotspots in large spatio-temporal grids. BigSpatial@SIGSPATIAL Fatih Akdag, Josh Urban Davis, Christoph F. Eick
2014	J	`jnl`	A polygon-based clustering and analysis framework for mining spatial datasets. GeoInformatica Sujing Wang, Christoph F. Eick
2014	C	`conf`	Creating Polygon Models for Spatial Clusters. ISMIS Fatih Akdag, Christoph F. Eick, Guoning Chen
2014	—	`conf`	New Clustering and Analyzing Technique for Mining Multi-source Enriched Geo-spatial Data. GeoRich@SIGMOD Sujing Wang, Tianxing Cai, Christoph F. Eick
2014	—	`conf`	Novel clustering and analysis techniques for mining spatio-temporal data. SIGSPATIAL PhD Workshop Yongli Zhang, Christoph F. Eick
2013	—	`conf`	A Framework for Discriminative Polygonal Place Scoping. COMP@SIGSPATIAL Christoph F. Eick, Fatih Akdag, Paul K. Amalaman, Aditya Tadakaluru
2013	—	`conf`	Analyzing the composition of cities using spatial clustering. UrbComp@KDD Zechun Cao, Sujing Wang, Germain Forestier, Anne Puissant, Christoph F. Eick
2013	—	`conf`	New Spatiotemporal Clustering Algorithms and their Applications to Ozone Pollution. ICDM Workshops Sujing Wang, Tianxing Cai, Christoph F. Eick
2013	J	`jnl`	Uncertainty Management for Fuzzy Decision Support Systems CoRR Christoph F. Eick
2013	—	`conf`	Using Turning Point Detection to Obtain Better Regression Trees. MLDM Paul K. Amalaman, Christoph F. Eick, Nouhad J. Rizk
2011	J	`jnl`	A framework for regional association rule mining and scoping in spatial datasets. GeoInformatica Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot
2011	—	`conf`	A framework for spatial feature selection and scoping and its application to geo-targeting. ICSDM Ruth Miller, Chun-Sheng Chen, Christoph F. Eick, Abraham Bagherjeiran
2011	J	`jnl`	Controlling patterns of geospatial phenomena. GeoInformatica Tomasz F. Stepinski, Wei Ding, Christoph F. Eick
2011	—	`conf`	Design and Evaluation of a Parallel Execution Framework for the CLEVER Clustering Algorithm. PARCO Chun-Sheng Chen, Nauful Shaikh, Panitee Charoenrattanaruk, Christoph F. Eick, Nouhad J. Rizk, Edgar Gabriel
2011	J	`jnl`	GAC-GEO: a generic agglomerative clustering framework for geo-referenced datasets. Knowl. Inf. Syst. Rachsuda Jiamthapthaksin, Christoph F. Eick, Seungchan Lee
2011	—	`conf`	Mining Spatial Trajectories Using Non-parametric Density Functions. MLDM Chun-Sheng Chen, Christoph F. Eick, Nouhad J. Rizk
2010	—	`conf`	A polygon-based methodology for mining related spatial datasets. GIS-DMG Sujing Wang, Chun-Sheng Chen, Vadeerat Rinsurongkawong, Fatih Akdag, Christoph F. Eick
2010	—	`conf`	Analyzing change in spatial data by utilizing polygon models. COM.Geo Vadeerat Rinsurongkawong, Chun-Sheng Chen, Christoph F. Eick, Michael D. Twa
2010	—	`conf`	Correspondence Clustering: An Approach to Cluster Multiple Related Spatial Datasets. PAKDD (1) Vadeerat Rinsurongkawong, Christoph F. Eick
2010	—	`ch.`	Mosaic. Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development Rachsuda Jiamthapthaksin, Jiyeon Choo, Chun-Sheng Chen, Oner Ulvi Celepcikay, Christian Giusti, Christoph F. Eick
2009	C	`conf`	A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining. ADMA Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricardo Vilalta
2009	C	`conf`	An architecture and algorithms for multi-run clustering. CIDM Rachsuda Jiamthapthaksin, Christoph F. Eick, Vadeerat Rinsurongkawong
2009	B	`conf`	Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions. PAKDD Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa
2009	J	`jnl`	Change analysis in spatial datasets by interestingness comparison. ACM SIGSPATIAL Special Vadeerat Rinsurongkawong, Christoph F. Eick
2009	J	`jnl`	Discovery of feature-based hot spots using supervised clustering. Comput. Geosci. Wei Ding, Tomasz F. Stepinski, Rachana Parmar, Dan Jiang, Christoph F. Eick
2009	C	`conf`	Online Learning of Spacecraft Simulation Models. IAAI Justin R. Thomas, Christoph F. Eick
2009	—	`conf`	REG^2: a regional regression framework for geo-referenced datasets. GIS Oner Ulvi Celepcikay, Christoph F. Eick
2009	—	`conf`	Regional Pattern Discovery in Geo-referenced Datasets Using PCA. MLDM Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Ordonez
2008	—	`conf`	Discovering controlling factors of geospatial variables. GIS Tomasz F. Stepinski, Wei Ding, Christoph F. Eick
2008	—	`ch.`	Distance Function Learning for Supervised Similarity Assessment. Case-Based Reasoning on Images and Signals Abraham Bagherjeiran, Christoph F. Eick
2008	—	`conf`	Finding regional co-location patterns for sets of continuous variables in spatial datasets. GIS Christoph F. Eick, Rachana Parmar, Wei Ding, Tomasz F. Stepinski, Jean-Philippe Nicot
2008	B	`conf`	Towards Region Discovery in Spatial Datasets. PAKDD Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick
2007	B	`conf`	MOSAIC: A Proximity Graph Approach for Agglomerative Clustering. DaWaK Jiyeon Choo, Rachsuda Jiamthapthaksin, Chun-Sheng Chen, Oner Ulvi Celepcikay, Christian Giusti, Christoph F. Eick
2007	—	`conf`	On Regional Association Rule Scoping. ICDM Workshops Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot
2007	—	`conf`	On supervised density estimation techniques and their application to spatial data mining. GIS Dan Jiang, Christoph F. Eick, Chun-Sheng Chen
2006	A*	`conf`	A Framework for Regional Association Rule Mining in Spatial Datasets. ICDM Wei Ding, Christoph F. Eick, Jing Wang, Xiaojing Yuan
2006	—	`conf`	Discovery of Interesting Regions in Spatial Data Sets Using Supervised Clustering. PKDD Christoph F. Eick, Banafsheh Vaezian, Dan Jiang, Jing Wang
2006	J	`jnl`	Using clustering to learn distance functions for supervised similarity assessment. Eng. Appl. Artif. Intell. Christoph F. Eick, Alain Rouhana, Abraham Bagherjeiran, Ricardo Vilalta
2005	J	`jnl`	A database clustering methodology and tool. Inf. Sci. Tae-Wan Ryu, Christoph F. Eick
2005	A*	`conf`	Adaptive Clustering: Obtaining Better Clusters Using Feedback and Past Experience. ICDM Abraham Bagherjeiran, Christoph F. Eick, Chun-Sheng Chen, Ricardo Vilalta
2005	B	`conf`	Content-Based Image Retrieval through a Multi-Agent Meta-Learning Framework. ICTAI Abraham Bagherjeiran, Ricardo Vilalta, Christoph F. Eick
2005	—	`conf`	Using Clustering to Learn Distance Functions for Supervised Similarity Assessment. MLDM Christoph F. Eick, Alain Rouhana, Abraham Bagherjeiran, Ricardo Vilalta
2005	C	`conf`	Using Supervised Clustering to Enhance Classifiers. ISMIS Christoph F. Eick, Nidal M. Zeidat
2004	—	`conf`	A Systematic Database Summary Generation Using the Distributed Query Discovery System. ICCSA (4) Tae-Wan Ryu, Christoph F. Eick
2004	Misc	`conf`	K-medoid-style Clustering Algorithms for Supervised Summary Generation. IC-AI Nidal M. Zeidat, Christoph F. Eick
2004	A	`conf`	Piece-Wise Model Fitting Using Local Data Patterns. ECAI Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick
2004	B	`conf`	Supervised Clustering - Algorithms and Benefits. ICTAI Christoph F. Eick, Nidal M. Zeidat, Zhenghong Zhao
2004	A*	`conf`	Using Representative-Based Clustering for Nearest Neighbor Dataset Editing. ICDM Christoph F. Eick, Nidal M. Zeidat, Ricardo Vilalta
2003	A*	`conf`	Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers. ICDM Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick
2003	C	`conf`	Fast Decision Tree Learning Algorithms for Microarray Data Collections. ICMLA Xiaoyong Li, Christoph F. Eick
2000	B	`conf`	A heuristic search based factoring tool. ICTAI Clifton Davis, Christoph F. Eick
1999	Misc	`conf`	Emperor: Cheap Legal Secure Cryptography for the Web. SAC Clifton Davis, Christoph F. Eick
1999	—	`conf`	Genetic programming system for building block analysis to enhance data analysis and data mining techniques. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Christoph F. Eick, Walter D. Sanz, Ruijian Zhang
1998	J	`jnl`	From ordered beliefs to numbers: How to elicit numbers without asking for them (doable but computationally difficult). Int. J. Intell. Syst. Brian Cloteaux, Christoph F. Eick, Bernadette Bouchon-Meunier, Vladik Kreinovich
1998	—	`conf`	Using Offset Invariant Crossover as a Tool for Discovering Cycle Lengths of a Periodic Function. Evolutionary Programming Clifton Davis, Christoph F. Eick
1997	—	`conf`	Supporting Polyploidy in Genetic Algorithms Using Dominance Vectors. Evolutionary Programming Ben S. Hadad, Christoph F. Eick
1997	C	`conf`	Using Recurrent Selection to Improve GA Performance. ISMIS Ben S. Hadad, Christoph F. Eick
1997	C	`conf`	Visualizing the evolution of genetic algorithm search processes. ICEC W. B. Shine, Christoph F. Eick
1996	J	`jnl`	Chirico - a Framework for Computerization of Medical Practice Guidelines. Int. J. Artif. Intell. Tools Clifton Davis, Christoph F. Eick, Balasubramanian Krishnamurthy, Ashish Shah, Lee Wanke
1996	A*	`conf`	Deriving Queries from Results Using Genetic Programming. KDD Tae-Wan Ryu, Christoph F. Eick
1995	B	`conf`	Chirico-a framework for computerization of medical practice guidelines. ICTAI Clifton Davis, Christoph F. Eick, Balasubramanian Krishnamurthy, Ashish Shah, Lee Wanke
1995	—	`conf`	Multi-rule-set Decision-making Schemes for a Genetic Algorithm Learning Environment for Classification Tasks. Evolutionary Programming Yeong-Joon Kim, Christoph F. Eick
1995	B	`conf`	Tools for the definition and enforcement of dynamic constraints. ICTAI Stefano Odoardi, Christoph F. Eick
1994	—	`conf`	An Adaptive Browsing System Based on Rules for Object-Oriented Databases. IFIP Congress (1) Bogdan D. Czejdo, Bill P. Buckles, L. Smith, Christoph F. Eick
1994	B	`conf`	Enhancing Diversity for a Genetic Algorithm Learning Environment for Classfication Tasks. ICTAI Christoph F. Eick, Yeong-Joon Kim, Nicola Secomandi
1994	C	`conf`	Evaluation and Enhancement of Bayesian Rule-Sets in a Genetic Algorithm Learning Environment for Classification Tasks. ISMIS Christoph F. Eick, Ema Toto
1993	J	`jnl`	Decision making involving imperfect knowledge. IEEE Trans. Syst. Man Cybern. Christoph F. Eick, Nikhil N. Mehta
1993	—	`conf`	Expression and Enforcement of Dynamic Integrity Constraints. SEBD Iliano Cervesato, Christoph F. Eick
1993	J	`jnl`	Historical Rete Networks to Support the Debugging of Forward-Chaining Rule-Based Programs. Int. J. Artif. Intell. Tools Sharon M. Tuttle, Christoph F. Eick
1993	J	`jnl`	Integrating Sets, Rules, and Data in an Object-Oriented Environment. IEEE Expert Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor
1993	A	`conf`	Learning Bayesian Classification Rules through Genetic Algorithms. CIKM Christoph F. Eick, Daw Jong
1993	J	`jnl`	Rule-Based Consistency Enforcement for Knowledge-Based Systems. IEEE Trans. Knowl. Data Eng. Christoph F. Eick, Paul Werstein
1992	J	`jnl`	Activation pattern controlled rules: Towards an integration of data-driven and command-driven programming. Appl. Intell. Christoph F. Eick
1992	J	`jnl`	Integrating forward-chaining rules with operations and permanent knowledge bases. J. Syst. Integr. Christoph F. Eick, Jialin Liu, Paul Werstein
1992	Misc	`conf`	Permanent object storage and collections for object-oriented systems with rules. SAC Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor
1992	C	`conf`	Rules in an Extended C++. ICCI Bogdan D. Czejdo, Christoph F. Eick
1992	B	`conf`	Suggesting Causes of Faults in Data-Driven Rule-Based Systems. ICTAI Sharon M. Tuttle, Christoph F. Eick
1991	A*	`conf`	A Methodology for the Design and Transformation of Conceptual Schemas. VLDB Christoph F. Eick
1991	B	`conf`	Historical Rete networks for debugging rule-based systems. ICTAI Sharon M. Tuttle, Christoph F. Eick
1991	C	`conf`	Integrating Variables and Operations into Rule-Based Forward Chaining Systems. ISMIS Christoph F. Eick
1991	B	`conf`	TANGUY: Integrating Database, Rule-based and Object-Oriented Paradigms. DASFAA Bogdan D. Czejdo, Christoph F. Eick, Malcolm C. Taylor
1991	J	`jnl`	Toward a Formal Semantics and Inference Rules for Conceptual Data Models. Data Knowl. Eng. Christoph F. Eick, Thomas Raupp
1990	—	`conf`	Integration of Rules into a Knowledge Base Management System. ICSI Christoph F. Eick, Jialin Liu, Paul Werstein
1988	—	`conf`	DALI - a Knowledge Base Management System. IEA/AIE (Vol. 2) Christoph F. Eick, Rajeev Kochhar, Suresh Kumar
1985	—	`conf`	Acquisition of Terminological Knowledge Using Database Design Techniques. SIGMOD Conference Christoph F. Eick, Peter C. Lockemann
1984	A*	`conf`	From Natural Language Requirements to good Data Base Definitions - A Data Base Design Methodology. ICDE Christoph F. Eick
1984	—	`—`	Methoden und rechnergestützte Werkzeuge für den logischen Datenbankentwurf. Christoph F. Eick
1978	—	`conf`	Problem Solving by Hyper Planning. AISB/GI (ECAI) Christoph F. Eick, Peter Raulefs