Personal information

text mining, natural language processing, linked data, computer security, malware analysis

Activities

Employment (8)

Bayer AG: Berlin, Berlin, DE

2020-01 to present | Computational Scientist (Research and Development, Data Sciences and AI)
Employment
Source: Self-asserted source
Nikola Milosevic

The University of Manchester: Manchester, Great Manchester, GB

2018-01 to 2022-12 | Research Associate (School of Computer Science)
Employment
Source: Self-asserted source
Nikola Milosevic

The University of Manchester: Manchester, Manchester, GB

2017-07-01 to 2020-12 | Research Associate (Manchester Institute of Innovation resrarch)
Employment
Source: Self-asserted source
Nikola Milosevic

The University of Manchester School of Computer Science: Manchester, Manchester, GB

2014-09-01 to 2018-06 | Teaching assistant
Employment
Source: Self-asserted source
Nikola Milosevic

Devana Technologies: Belgrade, Serbia, RS

2012-11 to 2013-12 | Software engineer (ManageWP)
Employment
Source: Self-asserted source
Nikola Milosevic

P3 Communications: Belgrade, Serbia, RS

2010-12 to 2012-08 | Software engineer (Software development)
Employment
Source: Self-asserted source
Nikola Milosevic

S&T Serbia: Belgrade, Serbia, RS

2010-10 to 2010-11 | Intern (Managed services)
Employment
Source: Self-asserted source
Nikola Milosevic

Asseco SEE: Belgrade, Serbia, RS

2008-02 to 2009-04 | Software test engineer
Employment
Source: Self-asserted source
Nikola Milosevic

Education and qualifications (3)

University of Manchester School of Computer Science: Manchester, Manchester, GB

2014-01-01 to present | PhD (Natural language processing and text mining group)
Education
Source: Self-asserted source
Nikola Milosevic

University of Belgrade School of Electrical Engineering: Belgrade, RS

2011-10-01 to 2012-12-29 | Master (Computer Science)
Education
Source: Self-asserted source
Nikola Milosevic

University of Belgrade School of Electrical Engineering: Belgrade, RS

2006-10-01 to 2010-12-18 | BSc (Computer Science)
Education
Source: Self-asserted source
Nikola Milosevic

Funding (2)

KNOWMAK - Knowledge in the making in the European society

2017-01 to 2019-09 | Grant
European Commission (Brussels, BE)
GRANT_NUMBER: 726992
Source: Self-asserted source
Nikola Milosevic

Table mining and data curation from tables in clinical literature

2014 to 2017 | Grant
Engineering and Physical Sciences Research Council (AstraZeneca, GB)
Source: Self-asserted source
Nikola Milosevic

Works (38)

Multilingual Transformer and BERTopic for Short Text Topic Modeling: The Case of Serbian

2024 | Book chapter
Contributors: Darija Medvecki; Bojana Bašaragin; Adela Ljajić; Nikola Milošević
Source: check_circle
Crossref

From zero to hero: Harnessing transformers for biomedical named entity recognition in zero- and few-shot contexts

Artificial Intelligence in Medicine
2024-10 | Journal article
Contributors: Miloš Košprdić; Nikola Prodanović; Adela Ljajić; Bojana Bašaragin; Nikola Milošević
Source: check_circle
Crossref

De-identification of clinical free text using natural language processing: A systematic review of current approaches

Artificial Intelligence in Medicine
2024-05-01 | Journal article | Author
SOURCE-WORK-ID:

afc3b490-8ed4-4964-b1a2-be699ea1fede

EID:

2-s2.0-85189083694

Contributors: Aleksandar Kovačević; Bojana Bašaragin; Nikola Milosevic; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Comparison of biomedical relationship extraction methods and models for knowledge graph creation

Journal of Web Semantics
2023-01 | Journal article
Contributors: Nikola Milošević; Wolfgang Thielemann
Source: check_circle
Crossref

Building the European Social Innovation Database with Natural Language Processing and Machine Learning

Scientific Data
2022-11-12 | Journal article
Part of ISSN: 2052-4463
Contributors: Abdullah Gok; Roseline Antai; Nikola Milošević; Wesam Al-Nabki
Source: Self-asserted source
Nikola Milosevic
grade
Preferred source (of 2)‎

Relationship extraction for knowledge graph creation from biomedical literature

2022-01-05 | Working paper | Author
SOURCE-WORK-ID:

dfd05912-df73-45c4-9919-bf218091bebe

Contributors: Nikola Milosevic; Wolfgang Thielemann
Source: check_circle
University of Manchester - PURE

From Web Crawled Text to Project Descriptions: Automatic Summarizing of Social Innovation Projects

2019 | Book chapter
Contributors: Nikola Milošević; Dimitar Marinov; Abdullah Gök; Goran Nenadić
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep learning guided Android malware and anomaly detection

ArXiv
2019-10-23 | Journal article | Author
SOURCE-WORK-ID:

b8238b78-f6d3-4b38-8de3-073f7e680bb9

EID:

2-s2.0-85093574196

Contributors: Nikola Milosevic; Junfan Huang
Source: check_circle
University of Manchester - PURE

GNTeam at 2018 n2c2

ArXiv
2019-09-23 | Journal article | Author
SOURCE-WORK-ID:

2e3da5c2-fb27-46fa-b739-515e4ceb046e

Contributors: Maksim Belousov; Nikola Milosevic; Ghada Alfattni; Haifa Alrdahi; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Using machine learning and text mining to classify fuzzy social science phenomenon

17th International Conference on Scientometrics and Informetrics, ISSI 2019 - Proceedings
2019-09-01 | Conference paper | Author
SOURCE-WORK-ID:

2b4bf7ba-f663-4151-9a7c-4b2f56242574

EID:

2-s2.0-85073871236

Part of ISBN: 9788833811185
Contributors: Abdullah Gok; Nikola Milosevic; Goran Nenadic
Source: check_circle
University of Manchester - PURE

A framework for information extraction from tables in biomedical literature

International Journal on Document Analysis and Recognition (IJDAR)
2019-03-15 | Journal article
Contributors: Nikola Milosevic; Cassie Gregson; Robert Hernandez; Goran Nenadic
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Extracting adverse drug reactions and their context using sequence labelling ensembles in TAC2017

Text Analysis Conference, Gaithersburg, Maryland, United States, 13/11/17
2018 | Conference paper | Author
SOURCE-WORK-ID:

24be0669-27ef-4ec4-8dfb-e23c3fa05d53

Contributors: Maksim Belousov; Nikola Milosevic; William Dixon; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Classification of Intangible Social Innovation Concepts

23rd International Conference on Natural Language & Information Systems, Paris, France, 13/06/18
2018-05 | Conference paper | Author
SOURCE-WORK-ID:

df40f05d-fca6-4362-b7b8-ebaa4b2753a0

EID:

2-s2.0-85048060297

Contributors: Nikola Milosevic; Abdullah Gok; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Extracting adverse drug reactions and their context using sequence labelling ensembles

UK Health Text Analytics Conference, Manchester, United Kingdom, 18/04/18
2018-04 | Conference poster | Author
SOURCE-WORK-ID:

cdb4a50b-8a64-4f56-9e6d-20f3dd9acf7f

Contributors: Nikola Milosevic; Goran Nenadic; Maksim Belousov; William Dixon
Source: check_circle
University of Manchester - PURE

Extraction of Drug-drug Interactions from Drug Product Labeling Tables

2017 AMIA Joint Summits, San Francisco, United States, 27/03/17
2017 | Conference poster | Author
SOURCE-WORK-ID:

3776ad7c-c23a-45f3-a42e-c1b9c09540f7

Contributors: Nikola Milosevic; Anay Gupta; Austin Chen; Steven T DeMarco; J Joshua Le; Jodi Schneider; Yifan Ning; Goran Nenadic; Richard Boyce
Source: check_circle
University of Manchester - PURE

Towards Application of Text Mining for Enhanced Power Network Data Analytics – Part II

Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion
2017-03-23 | Conference paper | Author
SOURCE-WORK-ID:

5fb5c838-fd67-4112-857f-de580100bfcb

Contributors: Yushi Chen; Jelena Ponocko; Nikola Milosevic; Goran Nenadic; Jovica Milanovic
Source: check_circle
University of Manchester - PURE

Machine learning aided Android malware classification

Computers & Electrical Engineering
2017-02 | Journal article
Contributors: Nikola Milosevic; Ali Dehghantanha; Kim-Kwang Raymond Choo
Source: Self-asserted source
Nikola Milosevic via Crossref Metadata Search
grade
Preferred source (of 2)‎

Disentangling the Structure of Tables in Scientific Literature

Natural Language Processing and Information Systems
2016 | Other
Contributors: Nikola Milosevic; Cassie Gregson; Robert Hernandez; Goran Nenadic
Source: Self-asserted source
Nikola Milosevic via Crossref Metadata Search
grade
Preferred source (of 2)‎

Equity forecast: Predicting long term stock price movement using machine learning

http://arxiv.org/abs/1603.00751
2016 | Journal article
Source: Self-asserted source
Nikola Milosevic

Marvin: Semantic annotation using multiple knowledge sources

arXiv preprint arXiv:1602.00515
2016 | Journal article
Source: Self-asserted source
Nikola Milosevic

Towards application of text mining for enhanced power network data analytics - Part I

IET Conference Publications
2016 | Conference paper | Author
SOURCE-WORK-ID:

b5929756-b2db-449f-b4bd-f3a7ed2f4b98

EID:

2-s2.0-85014082026

Contributors: Piaoran Chen; Jelena Ponocko; Nikola Milosevic; Goran Nenadic; Jovica Milanovic
Source: check_circle
University of Manchester - PURE

Towards application of text mining for enhanced power network data analytics - Part II

IET Conference Publications
2016 | Conference paper | Author
SOURCE-WORK-ID:

a05f82a6-0d52-4a62-90e7-bcafc464437e

EID:

2-s2.0-85014104800

Contributors: Yushi Chen; Jelena Ponocko; Nikola Milosevic; Goran Nenadic; Jovica Milanovic
Source: check_circle
University of Manchester - PURE

Disentangling the Structure of Tables in Scientific Literature

International Conference on Applications of Natural Language to Information Systems
2016-06 | Conference paper
Source: Self-asserted source
Nikola Milosevic

Equity forecast

Journal of Economics Library
2016-06 | Journal article | Author
SOURCE-WORK-ID:

b212b59d-caf2-465d-bd8e-450c7eb3820b

Contributors: Nikola Milosevic
Source: check_circle
University of Manchester - PURE

As Cool as a Cucumber

ArXiv
2016-05-20 | Journal article | Author
SOURCE-WORK-ID:

a723bd68-7ffa-4145-899e-2e77b585ac46

Contributors: Nikola Milosevic; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Extracting Patient Data from Tables in Clinical Literature

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies
2016-02 | Conference paper
Source: Self-asserted source
Nikola Milosevic
grade
Preferred source (of 2)‎

Marvin: Semantic annotation using multiple knowledge sources

2016-02-01 | Report | Author
SOURCE-WORK-ID:

1189158e-ac63-4270-919c-2bfdc920a475

Contributors: Nikola Milosevic
Source: check_circle
University of Manchester - PURE

SUPPORTING CLINICAL TRIAL DATA CURATION AND INTEGRATION WITH TABLE MINING

THE FARR INSTITUTE INTERNATIONAL CONFERENCE 2015: DATA INTENSIVE HEALTH RESEARCH AND CARE ABSTRACT BOOK
2015-08 | Conference paper
Source: Self-asserted source
Nikola Milosevic

Supporting clinical trial data curation from literature with table mining

Postgraduate Summer Research Showcase 2015, The University of Manchester, 5/06/15
2015-06 | Conference poster | Author
SOURCE-WORK-ID:

0fe69da9-1f9e-4fb0-bdd8-5d40ce11afb2

Contributors: Nikola Milosevic; Cassie Gregson; Robert Hernandez; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Android Security: Malicious use of Android permissions

Digital forensics magazine
2014 | Magazine article
Source: Self-asserted source
Nikola Milosevic

Table mining and data curation from biomedical literature

End of first year PhD report
2014-12 | Report | Author
SOURCE-WORK-ID:

fb59ab9b-223d-4f48-8292-81b756e17821

Contributors: Nikola Milosevic; Goran Nenadic
Source: check_circle
University of Manchester - PURE

Android Security: Malicious use of Android permissions

Digital forensics magazine
2014-02 | Journal article | Author
SOURCE-WORK-ID:

a4bf64f4-2afb-4d5b-909b-68a97af49038

Contributors: Nikola Milosevic
Source: check_circle
University of Manchester - PURE

History of Malware

Digital forensics magazine
2013 | Magazine article
Source: Self-asserted source
Nikola Milosevic

Mašinska analiza sentimenta rečenica na srpskom jeziku

2013 | Dissertation or Thesis
Source: Self-asserted source
Nikola Milosevic

History of malware

Digital forensics magazine
2013-08 | Journal article | Author
SOURCE-WORK-ID:

3e813f75-1ce8-4ece-a40c-4245807b40ab

EID:

2-s2.0-84889848865

Contributors: Nikola Milosevic
Source: check_circle
University of Manchester - PURE

Stemmer for Serbian language

arXiv preprint arXiv:1209.4471
2012 | Journal article
Source: Self-asserted source
Nikola Milosevic

Stemmer for Serbian language

2012-03 | Working paper | Author
SOURCE-WORK-ID:

2a4c211d-120d-4d4c-af79-be98aaa747af

Contributors: Nikola Milosevic
Source: check_circle
University of Manchester - PURE

Stari Sloveni

2008 | Website
Source: Self-asserted source
Nikola Milosevic