Summary
Overview
Work History
Education
Skills
Websites
Other Academic Activities
Quantitative Indicators
Citation Link
Grants
Awards
Publications
Interests
Timeline
Generic

PAULO SANTOS

AI/ML Researcher
Adelaide

Summary

Artificial Intelligence researcher and educator bringing over 20 years of extensive experience in university-level teaching, supervising PhD students, and spearheading projects of industrial significance, having demonstrated a profound commitment to advancing knowledge in the field of AI, both through academic endeavors and practical applications in industry.

Overview

21
21
years of professional experience
6
6
years of post-secondary education
5
5
Languages

Work History

Associate Professor in Artificial Intelligence and Robotics

Flinders University
10.2019 - Current
  • Developed high-level research on artificial intelligence, including machine learning.
  • Supervised 9 completed PhD projects.
  • Developed teaching material on computer vision, machine learning and robotics
  • Promoted positive learning environment.
  • Led two industrial projects
  • Participated in three major externally funded grants
  • Contributed to the development of a comprehensive curriculum, ensuring alignment with state standards and academic goals

Professor of Artificial Intelligence

Centro Universitario da FEI
01.2005 - 10.2019
  • Mentored and supervised 10 MSc and 6 PhD students providing valuable guidance for thesis work, research projects, and professional development.
  • Established industry connections for students by organizing guest speaker events, workshops, and networking opportunities.
  • Enhanced student understanding by designing interactive and engaging lectures.
  • Initiated interdisciplinary collaboration among colleagues that resulted in grant-funded research projects.
  • Assisted in accreditation processes by gathering necessary documentation, preparing reports, and participating in site visits as needed.
  • Contributed to the advancement of knowledge in the field by publishing research articles in peer-reviewed journals.
  • Developed innovative teaching methods tailored to diverse learning styles, enhancing student comprehension and success rates.

Research Associate

University of Leeds
04.2003 - 11.2004
  • Collaborated in the development of a computer vision project sponsored by the European Union.
  • Investigated the application of spatial reasoning to cognitive systems.
  • Collaborated with a team that won the British Machine Intelligence Prize in 2004, sponsored by Eletrolux
  • Published two key articles in the international journals of outstanding quality

Education

Ph.D. - Artificial Intelligence And Robotics

Imperial College
London, UK
10.2000 - 07.2003

Master of Logic -

Institute For Logic, Language And Computation
University of Amsterdam, Nl
10.1997 - 07.1998

Master of Science -

São Paulo University
São Paulo, Brazil
01.1995 - 11.1997

Skills

Research expertise

AIML development

Academic advising

Technical and scientific writing

Teaching Excellence

Academic Publication

Curriculum Creation

Course design

Interdisciplinary Collaboration

Team Leadership

Peer Collaboration

Academic Advisory

Research Leadership

Grant Writing

Project Management

Analytical Skills

Websites

Other Academic Activities

  • Keynote speaker, IEEE ANZSCON 2022, Adelaide, Australia, 2022
  • Program co-chair, Dagstuhl Seminar 20172, 2021
  • Program co-chair, Dagstuhl Seminar 15192, 2015
  • Program co-chair, Brazilian Conference for Intelligent Systems, S. Carlos, 2014
  • Visiting academic, Corunna University, Spain, June 2014, July 2014, Bank Santander
  • Program co-chair, SHAPES2.0: the shape of things, Rio de Janeiro, 2013
  • Visiting academic, Bremen University, Germany, June 2012, July 2012, Bremen University
  • Keynote speaker, SHAPES1.0: the shape of things, Karlsruhe, 2011
  • Program chair, 5th Latin American Robotics Symposium, 2010
  • Visiting academic, School of Computing, University of Leeds, Leeds, UK, January 2011, EU
  • Visiting academic, Ryerson University, Toronto, Canada, January 2007, NRC-CNRC
  • Visiting academic, School of Computing, University of Leeds, Leeds, UK, July 2007, British Council

Quantitative Indicators

1. Citations according to Google Scholar: 1385

2. H-index (Google Scholar): 18
3. i10-index (Google Scholar): 34

Citation Link

http://scholar.google.co.uk/citations?hl=en&user=DBxdqQ8AAAAJ

Grants

  • Defence Science and Technology Group Australia grant: Autonomous Mine Counter Measures, coordinator: Prof. Karl Sammut, Flinders University, Adelaide, Australia, 2020, 2023, AUS$ 1Mi
  • Defence Science and Technology Group Australia grant: Design of exploratory artificial intelligence systems for interactive sense making in collaboration with human decision makers in high risk, time critical naval environments, coordinator: Prof. Giselle Rampersad, Flinders University, Adelaide, Australia, Mar 2020, Oct 2020, AUS$ 130K
  • FAPESP-IBM grant: Representing and solving complex spatial puzzles, coordinator: Paulo Santos, 2016, 2018, AUS$ 200K
  • CNPq grant: Spatial Reasoning for multiple robots, coordinator: Paulo Santos, 2013, 2016, AUS$ 50K
  • Santander Ibero-American Young Investigators grant (joint project with Pedro Cabalar, University of Corunna, Spain), coordinator: Paulo Santos, 2014, AUS$ 20K
  • FAPESP grant: Collaborative Spatial Reasoning, coordinator: Paulo Santos, 2012, 2014, AUS$ 200K
  • Joint funding from FAPESP, CNPq and CAPES for the organisation of the international workshop SHAPES 2.0 - The Shape of Things, Rio de Janeiro, coordinator: Paulo Santos, Rio de Janeiro, 2012, AUS$ 80K
  • FAPESP grant: Probabilistic Logic: theoretical foundations and computational applications, coordinator: Marcelo Finger, University of Sao Paulo, Sao Paulo, 2009, 2011, AUS$ 500K
  • British Council International Exchange grant (joint project with Hannah Dee, University of Leeds, UK), coordinator: Hannah Dee, Leeds University, Leeds, UK, 2007, AUS$ 20K

Awards

  • British Computer Science Machine Intelligence prize, 2004, Eletrolux
  • Honour et meritus, Santander Prize for Science and Innovation, 2006, S. Paulo, Brazil

Publications

This is a list of selected publications, the complete list can be found on my Google Scholar page: https://scholar.google.com/citations?user=DBxdqQ8AAAAJ&hl=en

  • Journal, Cortes, H.M., Santos, P.E., da Silva Filho, J. I., Cubic Paraconsistent Analysers with Evidence Filter and Temporal Analysis, Expert Systems with Applications, 230, 2023
  • Journal, Domingos, L.C.F.; Santos, P.E.; Skelton,P.S.M.; Brinkworth R.S.A. and Sammut, K. "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification With Underwater Acoustic Data,", IEEE Access, 10, 117582-117596, 2022, 10.1109/ACCESS.2022.3220265
  • Journal, Ferreira, L.A.; De Rizzo Meneghetti, D.; Lopes, M.; Santos, P.E.. CAPTION: Caption Analysis with Proposed Terms, Image of Objects, and Natural Language Processing, SN Computer Science, 3, 5, 1-16
  • Journal, Domingos, L.C.F.; Santos, P.E.; Skelton,P.S.M.; Brinkworth R.S.A. and Sammut, K. A survey of underwater acoustic data classification methods using deep learning for shoreline surveillance, Sensors, 22, 6, 2181
  • Journal, Cˆortes, H.M.; Santos, P.E.; da Silva Filho, J.I. Monitoring electrical systems data-network equipment by means of Fuzzy and Paraconsistent Annotated Logic, Expert Systems with Applications, 187, 2022
  • Journal, Perico, D. H.; Santos,P. E.; Bianchi, R. A. C. Guided navigation from multiple viewpoints using qualitative spatial reasoning, Spatial Cognition & Computation, 21, 2, 143-172, 2021
  • Journal, Homem, T.P.D.; Santos, P.E.; Reali Costa, A.H.; Bianchi, R.A.C; Lopez de Mantaras, R. Qualitative case-based reasoning and learning, Artificial Intelligence, 283, 2020
  • Journal, Rodrigues, E.J.; Santos, P.E.; Lopes, M.; Bennett, B.; Oppenheimer, P. Standpoint semantics for polysemy in spatial prepositions, Journal of Logic and Computation, 30, 2, 635-661, 2020
  • Journal, Santos, P.E.; Cabalar, P.; Casati, R. The knowledge of knots: an interdisciplinary literature review, Spatial Cognition and Computation, 19, 4, 334-358, 2019
  • Journal, Bianchi, R.A.C.; Santos, P.E.; da Silva, I.J. et al. Heuristically Accelerated Reinforcement Learning by Means of Case-Based Reasoning and Transfer Learning, J Intell Robot Syst, 91, 301-312, 2018
  • Journal, Homem, Thiago P. D. ; Perico, D. H. ; Santos, Paulo E. ; Bianchi ; De Mantaras, R. L. Retrieving and reusing qualitative cases: an application in humanoid-robot soccer, AI Communications, 30, 251 - 265, 2017
  • Journal, Anjoletto, L. ; Bianchi ; Santos, Paulo E, ; De Mantaras, R. L. Answer Set Programming for Non-Stationary Markov Decision Processes, Applied Intelligence, 47, 4, 993-1007, 2017
  • Journal, Santos, Paulo E. ; Cavanagh, P. ; Santos, P.E. The Message in the Shadow: noise or knowledge (Dagstuhl Seminar 15192), DAGSTUHL REPORTS, 5, 24-42, 2015
  • Journal, Fenelon, V.; Santos, Paulo E. ; Dee, Hannah M. ; Cozman, F. G. Reasoning about shadows in a mobile robot environment, Applied Intelligence, 38, 553-565, 2012
  • Journal, Dee, H. M. and Santos, P. E. The perception and content of cast shadows: an interdisciplinary review, Spatial Cognition and Computation, 11, 3, 226-253, 2011
  • Journal, Cabalar, P. and Santos, P.E. Formalising the fisherman's folly puzzle, Artificial Intelligence, 175, 1, 346-377, 2011
  • Journal, Santos, P.E. ; Thomaz C.E. ; dos Santos, D. ; Freire, R. ; Sato, J. R. ; Louza, M. ; Sallet, P. ; Busatto, G. and Gattaz, W. F. Exploring the knowledge contained in neuroimages: Statistical discriminant analysis and automatic segmentation of the most significant changes, Artificial Intelligence in Medicine, 49, 2, 105-115, 2010
  • Journal, Needham, C. ; Santos, P. E. ; Magee, D. ; Devin, V. ; Hogg, D. and Cohn, A. G. Protocols from Perceptual Observations, Artificial Intelligence, 167, 1-2, 103-136, 2005

Interests

Jazz double bass player

Timeline

Associate Professor in Artificial Intelligence and Robotics

Flinders University
10.2019 - Current

Professor of Artificial Intelligence

Centro Universitario da FEI
01.2005 - 10.2019

Research Associate

University of Leeds
04.2003 - 11.2004

Ph.D. - Artificial Intelligence And Robotics

Imperial College
10.2000 - 07.2003

Master of Logic -

Institute For Logic, Language And Computation
10.1997 - 07.1998

Master of Science -

São Paulo University
01.1995 - 11.1997
PAULO SANTOSAI/ML Researcher