ADBIS 2007 - PDF Preprint Papers

ADBIS 2007 Advances in Databases and Information Systems

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ADBIS
2007
Springer

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Adaptive k-Nearest-Neighbor Classification Using a Dynamic Number of Nearest Neighbors

14 years 4 months ago

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Classification based on k-nearest neighbors (kNN classification) is one of the most widely used classification methods. The number k of nearest neighbors used for achieving a high ...

Stefanos Ougiaroglou, Alexandros Nanopoulos, Apost...

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Id	Views	Title	Status

1	256	Adaptive k-Nearest-Neighbor Classification Using a Dynamic Number of Nearest Neighbors	claim
2	207	Applying User Profile Ontology for Mining Web Site Adaptation Recommendations	claim
3	180	ODRA: A Next Generation Object-Oriented Environment for Rapid Database Application Development	claim
4	171	Quete: Ontology-Based Query System for Distributed Sources	claim
5	145	A Method for Comparing Self-organizing Maps: Case Studies of Banking and Linguistic Data	claim
6	143	Aggregating Multiple Instances in Relational Database Using Semi-Supervised Genetic Algorithm-based Clustering Technique	claim
7	137	An Object-Oriented Based Algebra for Ontologies and Their Instances	claim
8	136	An Agile Process for the Creation of Conceptual Models from Content Descriptions	claim
9	132	Clustering Approach to Generalized Pattern Identification Based on Multi-instanced Objects with DARA	claim
10	130	Graphical Querying of Multidimensional Databases	claim
11	127	Approximate Functional Dependencies for XML Data	claim
12	127	ETL Workflows: From Formal Specification to Optimization	claim
13	126	Optimal Query Mapping in Mobile OLAP	claim
14	125	Towards Self-Optimization of Message Transformation Processes	claim
15	124	Incremental Validation of String-Based XML Data in Databases, File Systems, and Streams	claim
16	124	Fast and Efficient Log File Compression	claim
17	122	Imprecise Data and Knowledge Based OLAP	claim
18	119	Combining Efficient XML Compression with Query Processing	claim
19	117	Improving the Performance of M-Tree Family by Nearest-Neighbor Graphs	claim
20	117	On the Effect of Trajectory Compression in Spatiotemporal Querying	claim
21	110	Design of Web Agents Inspired by Brain Research	claim
22	109	A Fixpoint Approach to State Generation for Stratifiable Disjunctive Deductive Databases	claim
23	107	Indexing Mobile Objects on the Plane Revisited	claim
24	106	A Protocol Ontology for Inter-Organizational Workflow Coordination	claim
25	98	CUDL Language Semantics, Liven Up the FDB Data Model	claim
26	93	Tailor-Made Native XML Storage Structures	claim
27	93	Update Support for Database Views Via Cooperation	claim
28	74	Preventing Orphan Requests by Integrating Replication and Transactions	claim

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