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Milos Kovacevic

dblp:94/2180 · DBLP profile ↗
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2ranked-venue papers
1as first author
0since 2021 · last 2020
0000-0002-8216-4564ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 first-authorSystems, architecture and hardware · 1Databases, data management, data science and information retrieval · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
1 paper
Web and social media mining · 44% Data mining · 44% Information retrieval · 13%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Web and social media mining
web page analysis
0.012002
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification · ICDM 2002
Data mining › text mining › text classification
web page classification
0.012002
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification · ICDM 2002
Information retrieval › document processing › document analysis
document representation
0.012002
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification · ICDM 2002

Methods — techniques the papers use, named apart from their topics

naive bayes classification · 0.0
YearPublicationVenuePosition
2020 Implementation Aspects of Multi-Level Frame Preemption in TSN
abstract
To enable bandwidth-efficient temporal isolation of time critical scheduled traffic, an approach for frame preemption was defined in IEEE 802.3br and 802.1Qbu amendments. However, the proposed solution only offers single-level preemption, which means that low-priority frames can still hinder transmission of other, possibly more important frames. In this paper, we discuss implementation aspects of multi-level frame preemption paradigm, an extension of the original mechanism, aimed at providing an opportunity for frames with firm timing requirements, yet not qualified as scheduled traffic, to benefit from preventing interference caused by low-priority frames. We propose a scalable architecture that is suitable for implementation both on ASIC (Application-Specific Integrated Circuit) and FPGA (Field-Programmable Gate Array) platforms.
Mladen Knezic, Milos Kovacevic, Zeljko Ivanovic
ETFA2
2002 Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification
abstract
Extracting and processing information from Web pages is an important task in many areas like constructing search engines, information retrieval, and data mining from the Web. A common approach in the extraction process is to represent a page as a "bag of words" and then to perform additional processing on such a flat representation. We propose a new, hierarchical representation that includes browser screen coordinates for every HTML object in a page. Using visual information one is able to define heuristics for the recognition of common page areas such as header, left and right menu, footer and center of a page. We show in initial experiments that using our heuristics defined objects are recognized properly in 73% of cases. Finally, we show that a Naive Bayes classifier, taking into account the proposed representation, clearly outperforms the same classifier using only information about the content of documents.
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
ICDM1