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Dimitrios Katsaros
University of Thessaly
Volos, 37 Glavani, Deligiorgi Building, 4th floor, Greece
 

Dimitrios Katsaros was born in Thetidio-Farsala, Greece in 1974. He received a BS in Computer Science from the Aristotle University of Thessaloniki, Greece in March 1997. From July 1997 to June 1998, Dimitrios Katsaros was a visiting researcher at the Department of Pure and Applied Mathematics at the University of L'Aquila, Italy. Currently, he is a Ph.D. student at the Computer Science Department of the Aristotle University, and is expected to complete his degree in February 2004. His works have been published in IEEE Transactions on Knowledge and Data Engineering, Idea Group books, and the Springer series of Lecture Notes in Computer Science and Lecture Notes in Artificial Intelligence. His articles have been presented at many conferences, including WebKDD and IDA. He an editor of the book Wireless information highways, which will be published by Idea Group, Inc. in 2004. His research interests include Web databases, semistructured data, and mobile data management.


     

Discrete probability models and methods: probability on graphs and trees, Markov chains and random fields, entropy and coding
Brémaud P.,  Springer International Publishing, New York, NY, 2017. 559 pp. Type: Book (978-3-319434-75-9)

Due to advances in both theory and practice, there has been a recent explosion in courses on network science and data science. These demand a solid background in probabilistic methods....

 

Distributed ledger technology: the science of the blockchain (2nd ed.)
Wattenhofer R.,  CreateSpace Independent Publishing Platform, Scotts Valley, CA, 2017. 170 pp. Type: Book (978-1-544232-10-2)

Even though the blockchain technology was created for the cryptocurrency Bitcoin, its current uses seem practically unlimited, and some speculate that it can transform the entire information technology (IT) world. However, the blockchain technolog...

 

Deep learning
Goodfellow I., Bengio Y., Courville A.,  The MIT Press, Cambridge, MA, 2016. 800 pp. Type: Book (978-0-262035-61-3), Reviews: (4 of 4)

Deep learning (DL) is an area of artificial intelligence (AI) that carries out machine learning in terms of a hierarchy of concepts. DL enables a machine to build complex concepts by combining simpler ones, and thus relieves a human operator from ...

 

Structural pattern recognition with graph edit distance: approximation algorithms and applications
Riesen K.,  Springer International Publishing, New York, NY, 2016. 158 pp. Type: Book (978-3-319272-51-1)

Defining the distance between two points in 2D or even 3D Euclidean space is easy and intuitive; we have easily understood the concept from our early school years. But what about defining the dissimilarity (that is, distance) between data types th...

 

Text data management and analysis: a practical introduction to information retrieval and text mining
Zhai C., Massung S.,  Association for Computing Machinery and Morgan & Claypool, New York, NY, 2016. 530 pp. Type: Book, Reviews: (3 of 4)

Fifteen years ago, the field of information retrieval (IR) was still in its infancy, despite the fact that research and development in the field had been progressing for over 30 years, and had provided several significant advances. Then, following...

 
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