Alexandros Nanopoulos

Dr. Alexandros Nanopoulos received his undergraduate degree in computer science from the Aristotle University of Thessaloniki (Greece) in 1996 and obtained his Ph.D. ("Techniques for Non-Relational Data Mining") from the same institute (February 2003). Dr. Nanopoulos was born in Craiova, Romania, in 1974. He is the co-author of more than 20 articles in international journals and conferences, also co-author of the monograph "Advanced Signature Techniques for Multimedia and Web Applications". His research interests are spatial and Web mining, integration of data mining with DBMSs, and spatial database indexing.

Publications

Mining in Music Databases
Mining in Music Databases
Ioannis Karydis, Alexandros Nanopoulos, Yannis Manolopoulos. © 2009. 25 pages.
This chapter provides a broad survey of music data mining, including clustering, classification and pattern discovery in music. The data studied is mainly symbolic encodings of...
Robust Classification Based on Correlations Between Attributes
Robust Classification Based on Correlations Between Attributes
Alexandros Nanopoulos, Apostolos N. Papadopoulos, Yannis Manolopoulos, Tatjana Welzer-Druzovec. © 2008. 10 pages.
The existence of noise in the data significantly impacts the accuracy of classification. In this article, we are concerned with the development of novel classification algorithms...
Mining in Music Databases
Mining in Music Databases
Ioannis Karydis, Alexandros Nanopoulos, Yannis Manolopoulos. © 2008. 25 pages.
This chapter provides a broad survey of music data mining, including clustering, classification and pattern discovery in music. The data studied is mainly symbolic encodings of...
Robust Classification Based on Correlations Between Attributes
Robust Classification Based on Correlations Between Attributes
Alexandros Nanopoulos, Apostolos N. Papadopoulos, Yannis Manolopoulos, Tatjana Welzer-Druzovec. © 2007. 14 pages.
The existence of noise in the data significantly impacts the accuracy of classification. In this article, we are concerned with the development of novel classification algorithms...
Mining in Music Databases
Mining in Music Databases
Ioannis Karydis, Alexandros Nanopoulos, Yannis Manolopoulos. © 2006. 35 pages.
This chapter provides a broad survey of music data mining, including clustering, classification and pattern discovery in music. The data studied is mainly symbolic encodings of...
Wireless Information Highways
Wireless Information Highways
Dimitrios Katsaros, Alexandros Nanopoulos, Yannis Manalopoulos. © 2005. 482 pages.
The field of wireless networks and mobile computing is an area of very active investigation. Though, the majority of the research and development, focuses on devising efficient...
Resource Allocation in Wireless Networks
Resource Allocation in Wireless Networks
Dimitrios Katsaros, Gökhan Yavas, Alexandros Nanopoulos, Murat Karakaya, Özgür Ulusoy, Yannis Manolopoulos. © 2005. 5 pages.
During the past years, we have witnessed an explosive growth in our capabilities to both generate and collect data. Advances in scientific data collection, the computerization of...
Signature-Based Indexing Techniques for Web Access Logs
Signature-Based Indexing Techniques for Web Access Logs
Yannis Manolopoulos, Alexandros Nanopoulos, Mikolaj Morzy, Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz. © 2005. 5 pages.
Web servers have recently become the main source of information on the Internet. Every Web server uses a Web log to automatically record access of its users. Each Web-log entry...
Indexing Techniques for Web Access Logs
Indexing Techniques for Web Access Logs
Yannis Manolopoulos, Mikolaj Morzy, Tadeusz Morzy, Alexandros Nanopoulos, Marek Wojciechowski, Maciej Zakrzewicz. © 2004. 30 pages.
Access histories of users visiting a web server are automatically recorded in web access logs. Conceptually, the web-log data can be regarded as a collection of clients’...