Peter Sarlin

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2018

Introduction to the Minitrack on Machine Learning and Network Analytics in Finance.

[BibT_eX]

[DOI]

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Riskrank to Predict Systemic Banking Crises With Common Exposures.

[BibT_eX]

[DOI]

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017

Machine learning in finance - Guest editorial.

[BibT_eX]

[DOI]

Kaj-Mikael Björk

Neurocomputing, 2017

Bank distress in the news: Describing events through deep learning.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Deep learning bank distress from news and numerical financial data.

[BibT_eX]

[DOI]

CoRR, 2017

Introduction to Machine Learning and Network Analytics in Finance Minitrack.

[BibT_eX]

[DOI]

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Possibilistic Clustering for Crisis Prediction: Systemic Risk States and Membership Degrees.

[BibT_eX]

[DOI]

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016

Visual Macroprudential Surveillance of Banks.

[BibT_eX]

[DOI]

Intell. Syst. Account. Finance Manag., 2016

Computational Tools for Systemic Risk Identification and Assessment.

[BibT_eX]

[DOI]

Intell. Syst. Account. Finance Manag., 2016

Aggregating expert knowledge for the measurement of systemic risk.

[BibT_eX]

[DOI]

Decis. Support Syst., 2016

From news to company networks: Co-occurrence, sentiment, and information centrality.

[BibT_eX]

[DOI]

Thomas Forss

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

On a Generalized Objective Function for Possibilistic Fuzzy Clustering.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Introduction to Systemic Risk Analytics Minitrack.

[BibT_eX]

[DOI]

Tuomas A. Peltonen

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

A R-SOM Analysis of the Link between Financial Market Conditions and a Systemic Risk Index Based on ICA-Factors of Systemic Risk Measures.

[BibT_eX]

[DOI]

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

On interval-valued possibilistic clustering with a generalized objective function.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Automated and weighted self-organizing time maps.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Data and dimension reduction for visual financial performance analysis.

[BibT_eX]

[DOI]

Inf. Vis., 2015

Increasing dependence on foreign water resources? An assessment of trends in global virtual water flows using a self-organizing time map.

[BibT_eX]

[DOI]

Ecol. Informatics, 2015

Toward robust early-warning models: A horse race, ensembles and model uncertainty.

[BibT_eX]

[DOI]

Markus Holopainen

CoRR, 2015

Detect & Describe: Deep Learning of Bank Stress in the News.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Crisis Modeler: A Tool for Exploring Crisis Predictions.

[BibT_eX]

[DOI]

Markus Holopainen

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014

Combining visual customer segmentation and response modeling.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

On biologically inspired predictions of the global financial crisis.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

A weighted SOM for classifying data with instance-varying importance.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2014

Interactive Visual Exploration of Topic Models using Graphs.

[BibT_eX]

[DOI]

Xiaolu Wang

CoRR, 2014

Aggregation operators for the measurement of systemic risk.

[BibT_eX]

[DOI]

CoRR, 2014

From Bits to Atoms: 3D Printing in the Context of Supply Chain Strategies.

[BibT_eX]

[DOI]

Henrik J. Nyman

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

From text to bank interrelation maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

Mapping Financial Stability

[BibT_eX]

[DOI]

Computational Risk Management, Springer, ISBN: 978-3-642-54956-4, 2014

2013

Decomposing the global financial crisis: A Self-Organizing Time Map.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

Financial performance analysis of European banks using a fuzzified Self-Organizing Map.

[BibT_eX]

[DOI]

Int. J. Knowl. Based Intell. Eng. Syst., 2013

Clustering of the Self-Organizing Time Map.

[BibT_eX]

[DOI]

Zhiyuan Yao

Neurocomputing, 2013

Self-organizing time map: An abstraction of temporal multivariate patterns.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Exploiting the self-organizing financial stability map.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2013

Cluster Coloring of the Self-Organizing Map: An Information Visualization Perspective.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Visualisation, 2013

Visual Data-Driven Profiling of Green Consumers.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Visualisation, 2013

Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A Self-Organizing Time Map for time-to-event data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

2012

Visual tracking of the millennium development goals with a fuzzified self-organizing neural network.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2012

A Framework for State Transitions on the Self-Organizing Map: some Temporal Financial Applications.

[BibT_eX]

[DOI]

Zhiyuan Yao

Intell. Syst. Account. Finance Manag., 2012

Temporal Customer Segmentation Using the Self-organizing Time Map.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Visualisation, 2012

Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications.

[BibT_eX]

[DOI]

Zhiyuan Yao

Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011

Neuro-Genetic Predictions of Currency crises.

[BibT_eX]

[DOI]

Dorina Marghescu

Intell. Syst. Account. Finance Manag., 2011

Visual predictions of currency crises using self-organizing maps.

[BibT_eX]

[DOI]

Dorina Marghescu

Intell. Syst. Account. Finance Manag., 2011

Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Sovereign debt monitor: A visual Self-organizing maps approach.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2011

Visual tracking of the Millennium Development Goals with a Self-organizing neural network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010

Early-warning analysis for currency crises in emerging markets: A revisit with fuzzy clustering.

[BibT_eX]

[DOI]

Dorina Marghescu

Shuhua Liu

Intell. Syst. Account. Finance Manag., 2010

Visual monitoring of financial stability with a self-organizing neural network.

[BibT_eX]

[DOI]