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Dr. Suely Oliveira,
Professor Department of Computer Science,
14 MLH. Email: suely-oliveira@uiowa.edu Office: 101 MLH Phone: 319-335-0731 Office Hours (Fall 2021) (Zoom) |
RESEARCH: Machine Learning,
Scientific Computing and Parallel Algorithms.
Professor Oliveira is a Full
Professor in Computer Science at the University of Iowa, member of the
Informatics and the Applied Mathematical and Computational Sciences programs.
She was previously an Assistant Professor at Texas A&M, and has taught at
and visited Universities around the world, including the Australian National
University and University of São Paulo. Professor Oliveira's research is
interdisciplinary, on the computational and theoretical aspects of algorithms
in Scientific Computing and Machine Learning for Engineering, Biology, and
Medicine. Projects have included clustering algorithms for protein-protein
networks, neural networks for antibiotic resistance, and interpretable neural
networks for test assessments. She has advised or co-advised 13 PhD
dissertations and currently is supervising 5 PhD students. Professor Oliveira
has co-authored over 85 refereed papers and published two books with Cambridge
University Press and World Scientific.
RESEARCH:
Publications
Book: Building Proofs: A Practical Guide, World Scientific
Book: Writing Scientific Software, Cambridge University Press
Current and Past PhD Students
Research Group: Optimization, Machine Learning and High Performance Computing
TEACHING: classes in the area of
Parallel Computing, Algorithms, Discrete Structures, and Data Structures.
SOME
RECENT COURSES:
CS:2230 Computer Science II
Data Structures: ( Fall2021,
Fall
2020 , Spring
2020 )
CS:4740/MATH:4740/STAT:4740 Large Data Analysis ( Spring
2019, 2018, 2017, 2016 )
CS:3330 Algorithms
( Fall
2018 sec 1 & sec 2 )
CS:4700/MATH:4860 High
Performance and Parallel Computing ( Fall
2017 )
CS:2210 Discrete Structures ( Fall
2015 sec1 & sec 2)
REU Computing for Health and Well-being (Summer 2021)
Big
Data Summer School (2015-2018)
RECENT SUPPORT:
Machine Learning in Quantum Information Science
University of Iowa QSim initiative
PIs: Suely Oliveira, Denis Candido, and David Stewart
(2022)
Machine Learning for Antibiotic Resistance
Private Industry gift from JMI Laboratories, North Liberty
PIs: Suely Oliveira and Cory Kromer-Edwards
(2020-2021)
Double strand break repair maelstrom: causes, mechanisms and genome
destabilizing consequences R35 GM127006-01.
NIGMS. Investigator/s Anna Malkova (Principal
Investigator), Suely P Oliveira (Collaborator).
(2018-2023)
Large Data Analysis & Visualization at the University of Iowa
NSF EXTREMS-QED DMS-1407216
PI: Suely Oliveira, co-PIs: Mary Kathryn Cowles, Isabel Darcy, Bruce Ayati, and David Stewart.
(2014-2020)
Developing efficient algorithms to process massive spatial data
Private Industry grant from John Deere, Moline
PIs: Suely Oliveira and Rahil Sharma
(2015-2016)
SOME RECENT TALKS:
FSDM 2019 - October 19, 2019,
Kitakyushu, Japan
IJCNN 2019 - July 2019, Budapest, Hungary
UIOWA 2018- October, 2019, Iowa City, IA
SIAM 2018 - July 2018, Portland, Oregon
MCA 2017 - July 2017, Montreal, Canada
RECENT UIOWA ACTIVITIES:
Informatics Program, Executive Committee (2022-present)
Information Technology Advisory Charter Committee (2021-2024)
Applied Mathematical and
Computational Sciences Program
Large Data
Analysis Undergraduate Certificate Coordinator (2014-2019),
Daily Iowan, Office
of Research
SOME RECENT OUTSIDE ACTIVITIES:
TPC for the 11th Annual
Computing and Communication Workshop and Conference,
IEEE CCWC 2022, Virtual, USA, January 2021
TPC for the International International Conference on Fuzzy Systems and Data Mining
FSDM, October 2020,
Xiamen, China
TPC for the 20th IEE
International Paralllel and Distributed Scientific
and Engineering Computing
(PDSEC19), jointly with 33rd IEEE International Parallel and Distributed
Processing Symposium (IPDPS)
May 2019, Rio de Janeiro, Brazil.
TPC for the International International Conference on Fuzzy Systems and Data Mining
FSDM, October 2019,
Kitakyushu City, Japan
TPC for the International Conference on Fuzzy
Systems and Data Mining
FSDM, November 2018, Bangkok, Thailand.
Sci
Advisory Board (2018-present)
Big Data
and Cognitive Computing Special Issue Guest Editor, 2018