Personal information

Optimizaion, Operations Research, Machine Learning, Data Science, Artificial Intelligence, Algorithmic Finance
Austria

Biography

Bridging Data Science (Artificial Intelligence & Machine Learning) and Decision Science (Operations Research & Management Science) in Business, Finance and (Public) Management.

Activities

Employment (3)

WU Vienna Unviersity of Economics and Business: Vienna, AT

2009-09-30 to present | Docent (Department of Finance, Accounting and Statistics)
Employment
Source: Self-asserted source
Ronald Hochreiter

Webster Vienna Private University: Vienna, AT

2019-03 to 2022-02 | Associate Professor of Finance (Department of Business and Management)
Employment
Source: Self-asserted source
Ronald Hochreiter

University of Vienna: Vienna, AT

2001-06 to 2008-12 | Assistant Professor (2006-2008), Research Assistant (2001-2005) (Department of Statistics and Decision Support Systems)
Employment
Source: Self-asserted source
Ronald Hochreiter

Education and qualifications (2)

WU Vienna University of Economics and Business: Vienna, AT

2009-09-30 to 2013-12-01 | Priv.-Doz. (PD) (Department of Finance, Accounting and Statistics)
Education
Source: Self-asserted source
Ronald Hochreiter

University of Vienna: Vienna, AT

2001-10-01 to 2005-11-30 | Dr. rer. soc. oec. (PhD) (Department of Statistics and Decision Support Systems)
Education
Source: Self-asserted source
Ronald Hochreiter

Professional activities (1)

University of Bergamo: Bergamo, IT

2008-04 to 2017-11 | Guest Professor (Department of Business and Management)
Invited position
Source: Self-asserted source
Ronald Hochreiter

Works (49)

How are network centrality metrics related to interest rates in the Mexican secured and unsecured interbank markets?

Journal of Financial Stability
2021-08 | Journal article
Part of ISSN: 1572-3089
Contributors: Ronald Hochreiter; Isela-Elizabeth Téllez-León; Serafín Martínez-Jaramillo; Luis O. L. Escobar-Farfán; Ronald Hochreiter
Source: Self-asserted source
Ronald Hochreiter

Generalized Sparse Convolutional Neural Networks for Semantic Segmentation of Point Clouds Derived from Tri-Stereo Satellite Imagery

Remote Sensing
2020-04-18 | Journal article | Author
Part of ISSN: 2072-4292
Contributors: Stefan Bachhofner; Ana-Maria Loghin; Johannes Otepka; Norbert Pfeifer; Michael Hornacek; Andrea Siposova; Niklas Schmidinger; Kurt Hornik; Nikolaus Schiller; Olaf Kähler et al.
Source: Self-asserted source
Ronald Hochreiter

The Supply of Rheumatology Specialist Care in Real Life. Results of a Nationwide Survey and Analysis of Supply and Needs

Frontiers in Medicine
2020-01-30 | Journal article
Part of ISSN: 2296-858X
Contributors: Ronald Hochreiter; Rudolf Puchner; Anna Vavrovsky; Herwig Pieringer; Ronald Hochreiter; Klaus P. Machold
Source: Self-asserted source
Ronald Hochreiter

Zombie politics: evolutionary algorithms to counteract the spread of negative opinions

Soft Computing
2020-01-19 | Journal article
Contributors: Ronald Hochreiter; Christoph Waldhauser
Source: check_circle
Crossref

Twenty-five years of applied mathematical programming and modelling

Computational Management Science
2018-06-12 | Journal article
Contributors: Christina Erlwein-Sayer; Ronald Hochreiter
Source: check_circle
Crossref

Applied Mathematical Programming and Modelling 2016

ITM Web of Conferences
2017 | Conference paper
Source: Self-asserted source
Ronald Hochreiter

Improving patient flow of people with rheumatoid arthritis has the potential to simultaneously improve health outcomes and reduce direct costs

BMC Musculoskeletal Disorders
2017 | Journal article
EID:

2-s2.0-85008497127

Contributors: Puchner, R.; Hochreiter, R.; Pieringer, H.; Vavrovsky, A.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Shaking the trees: Abilities and Capabilities of Regression and Decision Trees for Political Science

ITM Web of Conferences
2017 | Conference paper
Source: Self-asserted source
Ronald Hochreiter

Computing a journal meta-ranking using paired comparisons and adaptive lasso estimators

Scientometrics
2016 | Journal article
EID:

2-s2.0-84954373303

Contributors: Vana, L.; Hochreiter, R.; Hornik, K.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Modeling multi-stage decision optimization problems

Lecture Notes in Economics and Mathematical Systems
2016 | Book
EID:

2-s2.0-84951854370

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Real life data of intravitreal injections in Austria in 2013 | IVOM in Österreich 2013 – Eine Auswertung anhand realer Patientenzahlen

Spektrum der Augenheilkunde
2016 | Journal article
EID:

2-s2.0-84960086547

Contributors: Kieselbach, G.; Vavrovsky, A.; Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

An evolutionary optimization approach to risk parity portfolio selection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
EID:

2-s2.0-84925871387

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolving accuracy: A genetic algorithm to improve election night forecasts

Applied Soft Computing Journal
2015 | Journal article
EID:

2-s2.0-84934954456

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Active extension portfolio optimization with non-convex risk measures using metaheuristics

Mendel
2014 | Conference paper
EID:

2-s2.0-84938061843

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Automated classification of airborne laser scanning point clouds

Springer Proceedings in Mathematics and Statistics
2014 | Conference paper
EID:

2-s2.0-84969134730

Contributors: Waldhauser, C.; Hochreiter, R.; Otepka, J.; Pfeifer, N.; Ghuffar, S.; Korzeniowska, K.; Wagner, G.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Data mining cultural aspects of social media marketing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84958522173

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

A genetic algorithm to optimize a tweet for retweetability

Mendel
2013 | Conference paper
EID:

2-s2.0-84905749107

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

A stochastic simulation of the decision to retweet

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84890050714

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Georeferenced point clouds: A survey of features and point cloud management

ISPRS International Journal of Geo-Information
2013 | Journal article
EID:

2-s2.0-84896494690

Contributors: Otepka, J.; Ghuffar, S.; Waldhauser, C.; Hochreiter, R.; Pfeifer, N.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Robust estimation of vector autoregression (VAR) models using genetic algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84875649555

Contributors: Hochreiter, R.; Krottendorfer, G.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Solving dynamic optimisation problems with revolutionary algorithms

International Journal of Innovative Computing and Applications
2013 | Journal article
EID:

2-s2.0-84882965541

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

A coupled Markov chain approach to credit risk modeling

Journal of Economic Dynamics and Control
2012 | Journal article
EID:

2-s2.0-84855824872

Contributors: Wozabal, D.; Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

An evolutionary approach towards clustering airborne laser scanning data

Mendel
2012 | Conference paper
EID:

2-s2.0-84882958011

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Applied mathematical programming and modelling 2008

Annals of Operations Research
2012 | Journal article
EID:

2-s2.0-84855230885

Contributors: Pflug, G.C.; Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Optimal decision making under uncertainty

Computational Management Science
2012 | Journal article
EID:

2-s2.0-84855230118

Contributors: Hochreiter, R.; Kuhn, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Revolutionary algorithms

Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012
2012 | Conference paper
EID:

2-s2.0-84976427583

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolutionary optimization for decision making under uncertainty

Mendel
2011 | Conference paper
EID:

2-s2.0-84883027457

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolved election forecasts: Using genetic algorithms in improving election forecast results

Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication
2011 | Conference paper
EID:

2-s2.0-80051950072

Contributors: Hochreiter, R.; Waldhauser, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

11th International Conference on Stochastic Programming

Optimization
2010 | Journal article
EID:

2-s2.0-77952493108

Contributors: Hochreiter, R.; Pflug, G.C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

A difference of convex formulation of value-at-risk constrained optimization

Optimization
2010 | Journal article
EID:

2-s2.0-77952492010

Contributors: Wozabal, D.; Hochreiter, R.; Pflug, G.C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

An algorithm for evolutionary stochastic portfolio optimization with probabilistic constraints

Mendel
2010 | Conference paper
EID:

2-s2.0-84904165518

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolutionary estimation of a coupled Markov Chain credit risk model

Studies in Computational Intelligence
2010 | Book
EID:

2-s2.0-77956332107

Contributors: Hochreiter, R.; Wozabal, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolutionary multi-stage financial scenario tree generation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-77952403011

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Swarm intelligence-based stochastic programming model for dynamic asset allocation

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
2010 | Conference paper
EID:

2-s2.0-79959400846

Contributors: Dang, J.; Edelman, D.; Hochreiter, R.; Brabazon, A.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Algorithmic aspects of scenario-based multi-stage decision process optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | Book
EID:

2-s2.0-71549129551

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Discussion of "The evolution of web-based optimization: From ASP to e-Services"

Decision Support Systems
2009 | Journal article
EID:

2-s2.0-63049097979

Contributors: Hochreiter, R.; Wiesinger, C.; Wozabal, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolutionary approaches for estimating a coupled markov chain model for credit portfolio risk management

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | Book
EID:

2-s2.0-67650677062

Contributors: Hochreiter, R.; Wozabal, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Introduction to the special issue on computational optimization under uncertainty

Computational Management Science
2009 | Journal article
EID:

2-s2.0-63949088494

Contributors: Hochreiter, R.; Pflug, G.Ch.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

A stochastic programming approach for QoS-aware service composition

Proceedings CCGRID 2008 - 8th IEEE International Symposium on Cluster Computing and the Grid
2008 | Conference paper
EID:

2-s2.0-50649087581

Contributors: Wiesemann, W.; Hochreiter, R.; Kuhn, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Design and Management of Unit-Linked Life Insurance Contracts with Guarantees

Handbook of Asset and Liability Management - Set
2008 | Book
EID:

2-s2.0-74349089224

Contributors: Hochreiter, R.; Pflug, G.; Paulsen, V.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Evolutionary stochastic portfolio optimization

Studies in Computational Intelligence
2008 | Book
EID:

2-s2.0-44649108311

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Parallelization of pricing path-dependent financial instruments on bounded trinomial lattices

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
EID:

2-s2.0-47749111025

Contributors: Schabauer, H.; Hochreiter, R.; Pflug, G.Ch.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

An evolutionary computation approach to scenario-based risk-return portfolio optimization for general risk measures

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | Journal article
Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier
grade
Preferred source (of 2)‎

Financial scenario generation for stochastic multi-stage decision processes as facility location problems

Annals of Operations Research
2007 | Journal article
EID:

2-s2.0-33847404432

Contributors: Hochreiter, R.; Pflug, G.Ch.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Audible convergence for optimal base melody extension with statistical genre-specific interval distance evaluation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | Book
EID:

2-s2.0-33745804243

Contributors: Hochreiter, R.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Multi-stage stochastic electricity portfolio optimization in liberalized energy markets

IFIP International Federation for Information Processing
2006 | Book
EID:

2-s2.0-33845533980

Contributors: Hochreiter, R.; Pflug, G.Ch.; Wozabal, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Polynomial algorithms for pricing path-dependent interest rate instruments

Computational Economics
2006 | Journal article
EID:

2-s2.0-33750853861

Contributors: Hochreiter, R.; Pflug, G.Ch.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier

Large-scale computational finance applications on the Open Grid Service Environment

Lecture Notes in Computer Science
2005 | Journal article
Contributors: Hochreiter, R.; Wiesinger, C.; Wozabal, D.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier
grade
Preferred source (of 2)‎

An Open Grid Service Environment for large-scale computational finance modeling systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | Journal article
Contributors: Giczi, D.; Hochreiter, R.; Wiesinger, C.
Source: Self-asserted source
Ronald Hochreiter via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (2 reviews for 2 publications/grants)

Review activity for Computational statistics. (1)
Review activity for Financial innovation. (1)