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Shazia Tabassum. Completed the Doutoramento in Programa Doutoral em Engenharia Informática in 2020/05/06 by Universidade do Porto Faculdade de Engenharia. Is Postdoc in Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência. Published 4 articles in journals. Has 3 section(s) of books. Participates and/or participated as PhD Student Fellow in 2 project(s) and Post-doc in 1 project(s). Works in the area(s) of Exact Sciences with emphasis on Computer and Information Sciences with emphasis on Information Science. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Social Network Analysis; Dynamic Topic Modeling; Data Streams; Hashtag Networks; Twitter; .
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Identification

Personal identification

Full name
Shazia Tabassum

Citation names

  • Tabassum, Shazia

Author identifiers

Ciência ID
5911-4B8A-6231
ORCID iD
0000-0003-0782-7054
AuthenticusID
R-00F-R11
Google Scholar ID
1I-AeLsAAAAJ

Email addresses

  • shazia.tabassum@inesctec.pt (Professional)

Websites

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Information Science

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Advanced (C1)
Urdu (Mother tongue)
Portuguese Elementary (A2) Upper intermediate (B2) Upper intermediate (B2) Elementary (A2) Elementary (A2)
Hindi Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Advanced (C1)
Telugu Advanced (C1) Proficiency (C2) Proficiency (C2) Proficiency (C2) Advanced (C1)
Arab Beginner (A1) Upper intermediate (B2) Intermediate (B1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2015 - 2020/05/06
Concluded
 Programa Doutoral em Engenharia Informática (Doutoramento)
Major in Machine Learning
Universidade do Porto Faculdade de Engenharia, Portugal
"Massive scale streaming graphs: Evolving network analu" (THESIS/DISSERTATION)
2004/09/10 - 2007/05/23
Concluded
 Master of Computer Applications (Mestrado)
Kakatiya University, India
 Distinction
2000/09/20 - 2003/06/15
Concluded
 Bachelor of Computer Applications (Bachelor)
Kakatiya University, India
 Distinction
Affiliation

Science

Category
Host institution 		Employer
2020/06/01 - Current Postdoc (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Universidade do Porto, Portugal
2015/04/01 - 2020/05/05 Research Assistant (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Universidade do Porto, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2010/02/01 - 2011/05/31 Lecturer (University Teacher) New Science PG College, India

Other Careers

Category
Host institution 		Employer
2007/06/01 - 2009/12/31 Técnico de Informática Grau 1 Nível 3 (Técnico de informática) Tech Mahindra Ltd, India
Projects

Grant

Designation Funders
2020/06/01 - 2021/09/30 SKORR-1
NORTE-01-0247-FEDER-039922
Post-doc
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2017/05/01 - 2020/05/31 Network Science for Urban Engineering
FCT/4755/3/5/2017/S
PhD Student Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2017/02/01 - 2019/06/30 TEC4Growth - SMILES 7
NORTE-01-0145-FEDER-000020
PhD Student Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Fundação para a Ciência e a Tecnologia

European Regional Development Fund
Concluded
2015/06/08 - 2017/01/31 MAESTRA - Massive incompletely annotated and structured data streams
UID/EEA/50014/2013
PhD Student Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Fundação para a Ciência e a Tecnologia

European Regional Development Fund
Concluded

Contract

Designation Funders
2023/07/01 - 2025/12 Health from Portugal (HfPT)
C630926586-00465198
Research Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Laboratório de Inteligência Artificial e Apoio à Decisão, Portugal
Fundação para a Ciência e a Tecnologia
2025/01/15 - 2025/10/31 Enhancing Environmental Protection: Anomaly Detection in Waste Transportation using Network Science
PP2024-0331
Supervisor
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2023/09/01 - 2025/09/30 ATTRACT DIH
101083770
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2021/12/31 - 2023/06/30 City Analyser
POCI-01-0247-FEDER-039924
Research Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Tabassum, Shazia; Gama, João; Azevedo, Paulo; Teixeira, Luis; Martins, Carlos; Martins, Andre. "Dynamic Topic Modeling Using Social Network Analytics". In Progress in Artificial Intelligence, 498-509. Springer International Publishing, 2021.
    10.1007/978-3-030-86230-5_39
  2. Pereira, FSF; Tabassum, S; Gama, J; de Amo, S; Oliveira, GMB. "Processing Evolving Social Networks for Change Detection Based on Centrality Measures". 2018.
    10.1007/978-3-319-89803-2_7
  3. Sarmento, R; Oliveira, M; Cordeiro, M; Tabassum, S; Gama, J. "Social Network Analysis in Streaming Call Graphs". 2016.
    10.1007/978-3-319-26989-4_10
Conference paper
  1. Tabassum, S; Gama, J. "Biased Dynamic Sampling for Temporal Network Streams". 2018.
    10.1007/978-3-030-05411-3_42
  2. Tabassum, Shazia; Gama, Joao. "Sampling Evolving Ego-Networks with forgetting Factor". 2016.
    10.1109/MDM.2016.90
  3. Tabassum, S; Gama, J. "Sampling massive streaming call graphs". 2016.
    10.1145/2851613.2851654
  4. Tabassum, S. "Social Network Analysis of Mobile Streaming Networks". 2016.
    10.1109/mdm.2016.84
  5. Tabassum, S; Gama, J. "Evolution Analysis of Call Ego-Networks". 2016.
    10.1007/978-3-319-46307-0_14
Journal article
  1. Tabassum, S; Gama, J; Azevedo, PJ; Cordeiro, M; Martins, C; Martins, A. "Social network analytics and visualization: Dynamic topic-based influence analysis in evolving micro-blogs". EXPERT SYSTEMS (2022):
    10.1111/exsy.13195
  2. Shazia Tabassum; Muhammad Ajmal Azad; João Gama. "Profiling high leverage points for detecting anomalous users in telecom data networks". Annals of Telecommunications 75 9-10 (2020): 573-581. https://doi.org/10.1007/s12243-020-00794-z.
    10.1007/s12243-020-00794-z
  3. Muhammad Ajmal Azad; Samiran Bag; Shazia Tabassum; Feng Hao. "privy: Privacy Preserving Collaboration Across Multiple Service Providers to Combat Telecom Spams". IEEE Transactions on Emerging Topics in Computing 8 2 (2020): 313-327. https://doi.org/10.1109/TETC.2017.2771251.
    10.1109/TETC.2017.2771251
  4. Shazia Tabassum; Bruno Veloso; João Gama. "On fast and scalable recurring link’s prediction in evolving multi-graph streams". Network Science (2020): 1-17. https://doi.org/10.1017/nws.2019.64.
    10.1017/nws.2019.64
  5. Veloso, B; Tabassum, S; Martins, C; Espanha, R; Azevedo, R; Gama, J. "Interconnect bypass fraud detection: a case study". ANNALS OF TELECOMMUNICATIONS (2020):
    10.1007/s12243-020-00808-w
  6. Tabassum, S; Pereira, FSF; Silva Fernandes, Sd; Gama, J. "Cover Image, Volume 8, Issue 5". Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery (2018):
    10.1002/widm.1281
  7. Tabassum, Shazia; Pereira, Fabiola S. F.; Fernandes, Sofia; Gama, João. "Social network analysis: An overview". (2018):
    10.1002/widm.1256
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/10/06 Anomaly Detection and Explanation WTDCC Facom techweek
(Brazil)
2023/01/24 Data-centric approaches for fraud detection in Telephony Digital privacy and securty conference
2021 Dynamic Topic Modeling Using Social Network Analytics 20th EPIA Conference on Artificial Intelligence
Universidade do Porto (Porto, Portugal)
2019 Dynamic Sampling for high speed streaming graphs Eventos e Opportunidades
INESC TEC (Porto, Portugal)
2018 Tutorial on Knowledge Discovery from Temporal Social Networks @ SIAM International Conference on data Mining. SIAM International Conference on data Mining.
2018 Tutorial on Dynamic Sampling for Data Streams @ 7th Iberian Mathematical Meeting 7th Iberian Mathematical Meeting
2018 Biased Dynamic Sampling for Temporal Networked data Streams International Conference on Complex Networks and their Applications
2018 Big Data Science for Urban Planning
Indian Institute of Technology Bombay. (Mumbai, India)
2016 Evolution Analysis of Call Ego-Network International Conference on Discovery Science
(Bari, Italy)
2016 Sampling massive streaming call graphs 1st Annual ACM Symposium on Applied Computing.

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024/02/05 - 2024/06/30 On detecting anomalies in healthcare data
Supervisor
 Engenharia Informática e Computação (Degree)
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Laboratório de Inteligência Artificial e Apoio à Decisão, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2017 - 2017 Evolving Networks Workshop @ The 4th IEEE International Conference on Data Science and Advanced Analytics. (2017 - 2017)
Workshop (President of the Organising Committee)
2017 - 2017 Discovery challenge (Taxi fare prediction) @ European Conference on Artificial Intelligence. Porto, Portugal (2017 - 2017)
Workshop (Member of the Organising Committee)
2016 - 2016 Workshop on high velocity mobile data mining @ 17TH IEEE International Conference on Mobile Data Management. (2016 - 2016)
Workshop (Member of the Organising Committee)

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2023/10/31 Building an automated MLOps pipeline and recommending an open-source stack to deploy a Machine Learning Application
(Thesis) Main arguer
 William Inouye Almeida (Master)
Universidade do Porto Faculdade de Economia, Portugal