Research
Read how they describe their research on their University of Alberta profile.
Latest papers
Efficient outlier detection in numerical and categorical data
Data Mining and Knowledge Discovery · 2025
Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles
2024
Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles
arXiv (Cornell University) · 2024
Latest funding
- $46,206
Upgrading the database laboratory equipment at the University of Alberta
NSERC · 2002 · Principal investigator
- $1,077,075
High-Performance Infrastructure for Search and Optimization (HISO)
CFI · 2002 · Co-investigator
From the 150 most recent of 157 publications.
Efficient outlier detection in numerical and categorical data
Eugênio F. Cabral, Braulio V. Sánchez Vinces, Guilherme D. F. Silva, Jörg Sander, Robson L. F. Cordeiro
Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles
Kushankur Ghosh, Murilo Coelho Naldi, Jörg Sander, Euijin Choo
Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles
Kushankur Ghosh, Murilo Coelho Naldi, Jörg Sander, Euijin Choo
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
Henrique O. Marques, Lorne Swersky, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
Potential of dissimilarity measure-based computation of protein thermal stability data for determining protein interactions.
Teitz J, Sander J, Sarker H, Fernandez-Patron C
Personalized and Explainable Aspect-based Recommendation using Latent Opinion Groups
Maryam Mirzaei, Jörg Sander, Eleni Stroulia
ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions
William A. Alves, Henrique O. Marques, Murilo Coelho Naldi, Jörg Sander
Similarity-Based Unsupervised Evaluation of Outlier Detection
Henrique O. Marques, Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods
Antonio Cavalcante Araujo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jörg Sander
Schlankes und elegantes integrales Brückenbauwerk in Leipzig – die neue Messebrücke
Michael Philipp Reichel, Rüdiger Langkabel, Jörg Sander
Upgrading the database laboratory equipment at the University of Alberta
Principal investigators: Sander, Joerg
High-Performance Infrastructure for Search and Optimization (HISO)
Principal investigators: Amaral, Jose Nelson
Keywords: Search and Optimization, Parallel Databases, Indexing Databases, Proteomics, Compiler Design, Optimal Code Generation, Game Databases, Decomposition Search, Memory Hierarchy
From public funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998 with their latest competition results, the Canada Foundation for Innovation, Genome Canada, the Canadian Space Agency, Canada Research Chairs, the Fonds de recherche du Québec, Ontario research funding, Michael Smith Health Research BC, the Canadian Cancer Society, Heart & Stroke and Brain Canada.
Frequent collaborators
- Russ Greiner and Russell Greiner: 494 shared papers
- Jose Amaral and J Amaral: 162 shared papers
- Jörg Sander and Joerg Sander: 157 shared papers
- Randy Goebel and Guohui Lin: 49 shared papers
- Osmar Zaiane and Randy Goebel: 44 shared papers
- Martin Ester and Jörg Sander: 29 shared papers
- Martin Ester and Joerg Sander: 29 shared papers
- Eleni Stroulia and Marios Fokaefs: 20 shared papers
- Mario Nascimento and Jörg Sander: 17 shared papers
- Mario Nascimento and Joerg Sander: 17 shared papers
- Russ Greiner and Eleni Stroulia: 9 shared papers
- Nikolaos Tsantalis and Eleni Stroulia: 8 shared papers
- Eleni Stroulia and Russell Greiner: 8 shared papers
- Steven Jones and Martin Ester: 6 shared papers
- Russ Greiner and Mark Schmidt: 5 shared papers
- Raymond Ng and Jörg Sander: 5 shared papers
- Raymond Ng and Joerg Sander: 5 shared papers
- Nikolaos Tsantalis and Marios Fokaefs: 5 shared papers
- Mark Schmidt and Russell Greiner: 5 shared papers
- Russ Greiner and Joerg Sander: 4 shared papers
- Russell Greiner and Joerg Sander: 4 shared papers
- Osmar Zaiane and Mario Nascimento: 3 shared papers
- Osmar Zaiane and Eleni Stroulia: 3 shared papers
- Steven Jones and Raymond Ng: 3 shared papers
- Mark Schmidt and Jörg Sander: 3 shared papers
- Mark Schmidt and Joerg Sander: 3 shared papers
- Eleni Stroulia and Joerg Sander: 3 shared papers
- Osmar Zaiane and Guohui Lin: 2 shared papers
- Osmar Zaiane and Joerg Sander: 2 shared papers
- Raymond Ng and Randy Goebel: 2 shared papers
- Carlos Fernandez-Patron and Jörg Sander: 2 shared papers
- Carlos Fernandez-Patron and Joerg Sander: 2 shared papers
- Randy Goebel and Joerg Sander: 2 shared papers
- Guohui Lin and Jörg Sander: 2 shared papers
- Guohui Lin and Joerg Sander: 2 shared papers
- Steven Jones and Jörg Sander: 1 shared paper
- Steven Jones and Joerg Sander: 1 shared paper
- Lianne Lefsrud and Eleni Stroulia: 1 shared paper
- Lianne Lefsrud and Jörg Sander: 1 shared paper
- Lianne Lefsrud and Joerg Sander: 1 shared paper
- Nikolaos Tsantalis and Jörg Sander: 1 shared paper
- Nikolaos Tsantalis and Joerg Sander: 1 shared paper
- William Turkel and Jörg Sander: 1 shared paper
- William Turkel and Joerg Sander: 1 shared paper
- Jose Amaral and Jörg Sander: 1 shared paper
- Jose Amaral and Joerg Sander: 1 shared paper
- Jörg Sander and J Amaral: 1 shared paper
- Jörg Sander and Marios Fokaefs: 1 shared paper
- J Amaral and Joerg Sander: 1 shared paper
- Joerg Sander and Marios Fokaefs: 1 shared paper
- Computing Science
- Computer Science at UBC
- School of Computing Science
- Biochemistry Dept
- Chemical and Materials Engineering
- Electrical Engineering & Computer Science
- Department of Computer Science and Software Engineering
- Other
Co-authors at University of Alberta, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Jörg Sander
Computing Science
157 shared papers, latest 2025
Martin Ester
School of Computing Science
29 shared papers, latest 2017
Mario Nascimento
Computing Science
17 shared papers, latest 2019
Raymond Ng
Computer Science at UBC
5 shared papers, latest 2005
Russell Greiner
Computing Science
4 shared papers, latest 2012
Russ Greiner
Computing Science
4 shared papers, latest 2012
Eleni Stroulia
Computing Science
3 shared papers, latest 2023
Mark Schmidt
Computer Science at UBC
3 shared papers, latest 2006
Carlos Fernandez-Patron
Biochemistry Dept
2 shared papers, latest 2023
Osmar Zaiane
Computing Science
2 shared papers, latest 2021
Randy Goebel
Computing Science
2 shared papers, latest 2014
Guohui Lin
Computing Science
2 shared papers, latest 2010
Marios Fokaefs
Electrical Engineering & Computer Science
1 shared papers, latest 2009
Nikolaos Tsantalis
Department of Computer Science and Software Engineering
1 shared papers, latest 2009
Lianne Lefsrud
Chemical and Materials Engineering
1 shared papers, latest 2019
Stefan Sinclair
Faculty
1 shared papers, latest 2011
J Amaral
Computing Science
1 shared papers, latest 2014
Steven Jones
Genetics
1 shared papers, latest 2005
Jose Amaral
Computing Science
1 shared papers, latest 2014
William Turkel
History, Department
1 shared papers, latest 2011
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Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.