Home Page of Alexandr Savinov



General Information 

Alexandr Savinov, PhD 

SAP Research Center Dresden

Email: savinov(at)conceptoriented(dot)org 
Web page: http://conceptoriented.org/savinov/ 
Google scholar citations

CV: PDF

http://conceptoriented.org/ - The Concept-Oriented Portal

My Fotos

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Research Interests 

Knowledge: 
Artificial Intelligence, Machine Learning, Data Mining and Knowledge Discovery, Fuzzy Systems, Knowledge Representation and Reasoning, Logical Inference, Text Mining and Search Techniques, Spatial Analysis, Formal Concept Analysis, Ontology Engineering, Semantic Web

Data: 
Data Models, Databases and Datawarehouses, Database Architectures, Transaction Management, Spatial Data, Spatially Referenced Data, Multidimensional Databases and OLAP, Data grids, Concept-oriented model of data

Code: 
Programming paradigms, Programming languages, Aspect-oriented programming, Grid computing, Distributed computing, Web services, Service-oriented architecture, Concept-oriented programming

Technology: 
Enterprise Architectures and Systems, Computer Architectures, Web Services, Distributed Systems, Grid Computing, Expert Systems (including EDIP expert system shell), Geographic Information Systems

Applications: 
Financial Time Series Analysis (including an approach and system for multivariate financial time series analysis and prediction), Medical Diagnostics (including several expert systems), Web Mining


Recent Activity

Program Committee member:

Data Mining Track, 21th ACM Symposium on Applied Computing (ACM SAC'06), Dijon, France, April 23-27, 2006.

Data Mining Track, 20th ACM Symposium on Applied Computing (ACM SAC'05), Santa Fe, New Mexico, USA, March 13-17, 2005.

External Reviewer:

Computer Science Journal of Moldova

Journal of Data and Knowledge Engineering (2005)

8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'04), Pisa, Italy, September 20-24, 2004

7th International Conference on Discovery Science (DS'04), University of Padova, Padova, Italy, October 2-5, 2004


Recent Projects

MIRACLE -- Micro-Request-Based Aggregation, Forecasting and Scheduling of Energy Demand, Supply and Distribution, 2009-2012, EU Project. 

GLOWA Volta Phase III -- Sustainable water use under changing land use patterns, rainfall reliability and water demand in the Volta Basin. The GLOWA Volta Project is an interdisciplinary project supporting sustainable water resource management in the Volta Basin. Main aim is the development of a Decision Support System (DSS) that will help the authorities in Ghana, Burkina Faso and the other riparian countries to optimize water allocation within the basin.

DataMiningGrid -- Data Mining Tools and Services for Grid Computing Environments, 06/2004-06/2006, EU Project. 

SPIN! -- Spatial Mining for Data of Public Interest, 01/2000-06/2003, EU Project. A short description can be found here

MiningMart -- Enabling End-User Datawarehouse Mining, 01/2000-03/2003, EU Project. A short description can be found here

KogiPlan -- Decision Support for Location and Facility Planning, 2000-2003, BMBF, Germany. The system was demonstrated on CeBIT exhibition in 2002. A short description can be found in English and German.


Systems

Asana -- A Set of ANalysis Algorithms.  It is a stand alone application written in C++ and intended to implement various data mining algorithms. Currently it implements a rule induction algorithm based in finding largest holes in data and a dependence rule induction algorithm. Both algorithms are original and have been developed and implemented by me. Job descriptions are loaded from an XML file, which contains the sections for input data, analysis operators, postprocessing and output.

COMBIS Web Search System 

SPIN! Spatial Data Mining System. Other systems based on the same generic architecture are MiningMart and KogiPlan. Screenshot1 Screenshot2

EDIP Fuzzy Expert System Shell (Windows 3.x) 
A simple fuzzy expert system shell based on the notion of fuzzy attribute model and using the method of fuzzy sectioned matrices for knowledge representation and logical inference. Download (102,718 bytes). Screenshot

Chelovek Rule induction system for Win'95 (DAO 3.5 is required). 
This system implements an original approach to rule induction based on the procedure of generation of prime disjunctions described here. Download.

FCalc Fuzzy Calculator (Screenshot)
A toy program simulating an ordinary calculator but using numbers from the interval [0,1] and a T-norm and conorm as operations. The operation of multiplication is defined as follows: 
        i(x,y) = log_s [1 + (s^x-1)(s^y-1)/(s-1)], 
where s is a parameter of the operation (set in the About dialogue). In particular, if s=0, i(x,y)=min(x,y); if s=1, i(x,y)=xy; if s=infinity, i(x,y)=max(0,x+y-1). Download (17,094 bytes)


Publications

More than 70 published papers.

Full list of publications: PDF

Online papers:

A. Savinov, Informal Introduction into the Concept-Oriented Programming, The Concept-Oriented Portal. Download: PDF.

A. Savinov, Informal Introduction into the Concept-Oriented Data Model, The Concept-Oriented Portal. Download: PDF.

A. Savinov, Logical Navigation in the Concept-Oriented Data Model, Journal of Conceptual Modeling 36, August 2005, (http://www.inconcept.com/jcm/August2005/index.html) Download: PDF.

A. Savinov, An Algorithm for Induction of Possibilistic Set-Valued Rules by Finding Prime Disjunctions, 4rd Online World Conference on Soft Computing in Industrial Applications -- WSC4, 21-30 Sept. 1999. 
Published also in:
Soft computing in industrial applications, Suzuki, Y., Ovaska, S.J., Furuhashi, T., Roy, R., Dote, Y., eds. Springer-Verlag, London, 2000. (PDF, PostScript)

A. Savinov, Application of Multi-dimensional Fuzzy Analysis to Decision Making. 3rd Online World Conference on Soft Computing in Engineering Design and Manufacturing -- WSC3, 21-30 June 1998.
Published also in: Advances in Soft Computing -- Engineering Design and Manufacturing, R. Roy, T. Furuhashi and P.K. Chawdhry, eds. Springer-Verlag, London, 1999, 301-314. (PDF, PostScript)

A. Savinov, New Fuzzy Resolution Operation
Short and simple explanation of a new original fuzzy resolution operation proposed by me, which generalizes conventional resolution principle, 1997.

A. Savinov, Fuzzy Multi-dimensional Analysis
A paper describing a general approach to the analysis of fuzzy multi-dimensional distributions. In particular, more properties of the fuzzy resolution are described, 1997.

Forthcoming publications:

A. Savinov, Concept-Oriented Programming, 2009.

A. Savinov, Concept-Oriented Model and Query Language, 2009.

Recent publications:

A. Savinov, Concept-Oriented Query Language for Data Modeling and Analysis, Advanced Database Query Systems: Techniques, Applications and Technologies, L. Yan, Z. Ma (Eds), IGI Global, 2011.

A. Savinov, Concept-Oriented Programming, Encyclopedia of Information Science and Technology, 2nd Edition, Editor: Mehdi Khosrow-Pour, 672-680, IGI Global, 2009.

A. Savinov, Concept-Oriented Model, Handbook of Research on Innovations in Database Technologies and Applications: Current and Future Trends, Editors: Viviana E. Ferraggine, Jorge H. Doorn, Laura C. Rivero, 171-180, IGI Global, 2009.

A. Savinov, Concepts and Concept-Oriented Programming, Journal of Object Technology, vol. 7, no. 3, March-April 2008, pp. 91-106. Download: PDF.

A. Savinov, Two-Level Concept-Oriented Data Model, Technical Report RT0006, Institute of Mathematics and Computer Science, ASM, 2007. Download: PDF.

A. Savinov, An Approach to Programming Based on Concepts, Technical Report RT0005, Institute of Mathematics and Computer Science, ASM, 2007. Download: PDF.

A. Savinov, Concepts and their Use for Modelling Objects and References in Programming Languages, Technical Report RT0004, Institute of Mathematics and Computer Science, ASM, 2007. Download: PDF.

A. Savinov, Query by Constraint Propagation in the Concept-Oriented Data Model, Computer Science Journal of Moldova, 14(2), 219-238, 2006. Download: PDF, PS.

A. Savinov, Grouping and Aggregation in the Concept-Oriented Data Model, Proc. ACM Symposium on Applied Computing (SAC 2006), April 23-27, 2006, Dijon, France, 482-486. Download: PDF, Slides.

A. Savinov, Concept as a Generalization of Class and Principles of the Concept-Oriented Programming, Computer Science Journal of Moldova 13(3), 292-335, 2005. Download: PDF, PS.

A. Savinov, Hierarchical Multidimensional Modelling in the Concept-Oriented Data Model, Proc. the 3rd international conference on Concept Lattices and Their Applications (CLA'05), Olomouc, Czech Republic, September 2005. 123-134. Download: PDF, Slides.

Selected publications:

May M., Savinov A. SPIN! - an Enterprise Architecture for Data Mining and Visual Analysis of Spatial Data, In: Visual and Spatial Analysis: Advances in Data Mining, Reasoning, and Problem Solving, B. Kovalerchuk, J. Schwing (eds.), Springer/Kluwer Academic Publishers, 293-317, 2004. The book site is here.

Savinov A. Mining Dependence Rules by Finding Largest Itemset Support Quota. ACM Symposium on Applied Computing (SAC 2004), March 14-17, 2004, Nicosia, Cyprus, 525-529. (PDF) 

May M., Savinov A. SPIN! -- an Enterprise Architecture for Spatial Data Mining. Proc. of the 7th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES’03), 3-5 September 2003, Oxford, UK, 510-517. (PDF)

Andrienko N., Andrienko G., Savinov A., Voss H., Wettschereck D. Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining. Cartography and Geographic Information Science 28(3), July 2001, 151-165. 

Andrienko G., Andrienko N., Savinov A. Choropleth Maps: Classification revisited. Proc. 20th International Cartographic Conference (ICA'2001), August 6-10, 2001, Beijing, China, Vol. 2, 1209-1219

Savinov A. Mining Interesting Possibilistic Set-Valued Rules. In Fuzzy If-Then Rules in Computational Intelligence: Theory and Applications, Da Ruan and Etienne E. Kerre, eds. Kluwer, 2000, 107-133. (PostScript)

Savinov A. Mining possibilistic set-valued rules by generating prime disjunctions. Proc. 3rd European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'99), Prague, Czech Republic, September 15-18, 1999, 536-541. (PDF, PostScript)

Savinov A. Some Properties of New Resolution Rule in the Logic of Possibility Distributions. 4th Eur. Congr. on Intelligent Techniques and Soft Computing (EUFIT'96), Aachen, Germany, September 2-5, 178-182, 1996

Savinov A. Fuzzy propositional logic. Fuzzy Sets and Systems 60(1), 9-17, 1993


Links 

http://conceptoriented.org/ - The Concept-Oriented Portal. Everything about concept-oriented programming, databases, analysis and related issues. 

http://nnlab.tripod.com - Home page of Vitaly Schetinin. Interesting information on Neural Network based techniques developed for and applied to Modeling, Data Mining and Knowledge Discovery.