Peter Sarlin

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 29

Top Topics

Predictive Analytics

Possibilistic Clustering

Visual Exploration

Top Venues

Intell. Syst. Account. Finance Manag.

Publications

Risto Luukkonen, Jonathan Burdge, Elaine Zosa, Aarne Talman, Ville Komulainen, Väinö Hatanpää, Peter Sarlin, Sampo Pyysalo
Poro 34B and the Blessing of Multilinguality. CoRR (2024)
Peter Sarlin, József Mezei
Introduction to the Minitrack on Machine Learning and Predictive Analytics in Accounting, Finance, and Management. HICSS (2022)
Paola Cerchiello, Giancarlo Nicola, Samuel Rönnqvist, Peter Sarlin
Assessing Banks' Distress Using News and Regular Financial Data. Frontiers Artif. Intell. 5 (2022)
Peter Sarlin, József Mezei
Introduction to the Minitrack on Machine Learning and Predictive Analytics in Accounting, Finance, and Management. HICSS (2021)
József Mezei, Peter Sarlin
Introduction to the Minitrack on Machine Learning and Predictive Analytics in Accounting, Finance and Management. HICSS (2020)
Peter Sarlin, József Mezei
Introduction to the Minitrack on Machine Learning and Network Analytics in Finance. HICSS (2019)
Peter Sarlin, Paolo Giudici, Alessandro Spelta, Kaj-Mikael Björk
Riskrank to Predict Systemic Banking Crises With Common Exposures. HICSS (2018)
Peter Sarlin, József Mezei
Introduction to the Minitrack on Machine Learning and Network Analytics in Finance. HICSS (2018)
Peter Sarlin, József Mezei
Introduction to Machine Learning and Network Analytics in Finance Minitrack. HICSS (2017)
Samuel Rönnqvist, Peter Sarlin
Bank distress in the news: Describing events through deep learning. Neurocomputing 264 (2017)
József Mezei, Peter Sarlin
Possibilistic Clustering for Crisis Prediction: Systemic Risk States and Membership Degrees. HICSS (2017)
Paola Cerchiello, Giancarlo Nicola, Samuel Rönnqvist, Peter Sarlin
Deep learning bank distress from news and numerical financial data. CoRR (2017)
Peter Sarlin, Kaj-Mikael Björk
Machine learning in finance - Guest editorial. Neurocomputing 264 (2017)
József Mezei, Peter Sarlin
On a Generalized Objective Function for Possibilistic Fuzzy Clustering. IPMU (1) (2016)
Peter Sarlin, Tuomas A. Peltonen
Introduction to Systemic Risk Analytics Minitrack. HICSS (2016)
Peter Sarlin
Computational Tools for Systemic Risk Identification and Assessment. Intell. Syst. Account. Finance Manag. 23 (1-2) (2016)
Samuel Rönnqvist, Peter Sarlin
Bank distress in the news: Describing events through deep learning. CoRR (2016)
Peter Sarlin
Visual Macroprudential Surveillance of Banks. Intell. Syst. Account. Finance Manag. 23 (4) (2016)
József Mezei, Peter Sarlin
Aggregating expert knowledge for the measurement of systemic risk. Decis. Support Syst. 88 (2016)
Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Alejandro Modesto, Peter Sarlin, Bertrand Maillet
A R-SOM Analysis of the Link between Financial Market Conditions and a Systemic Risk Index Based on ICA-Factors of Systemic Risk Measures. HICSS (2016)
Thomas Forss, Peter Sarlin
From news to company networks: Co-occurrence, sentiment, and information centrality. SSCI (2016)
József Mezei, Peter Sarlin
On interval-valued possibilistic clustering with a generalized objective function. FUZZ-IEEE (2016)
Samuel Rönnqvist, Peter Sarlin
Detect & Describe: Deep learning of bank stress in the news. CoRR (2015)
Markus Holopainen, Peter Sarlin
Crisis Modeler: A Tool for Exploring Crisis Predictions. SSCI (2015)
Stephanie R. Clark, Peter Sarlin, Ashish Sharma, Scott A. Sisson
Increasing dependence on foreign water resources? An assessment of trends in global virtual water flows using a self-organizing time map. Ecol. Informatics 26 (2) (2015)
Peter Sarlin
Data and dimension reduction for visual financial performance analysis. Inf. Vis. 14 (2) (2015)
Samuel Rönnqvist, Peter Sarlin
Detect & Describe: Deep Learning of Bank Stress in the News. SSCI (2015)
Markus Holopainen, Peter Sarlin
Toward robust early-warning models: A horse race, ensembles and model uncertainty. CoRR (2015)
Peter Sarlin
Automated and weighted self-organizing time maps. Knowl. Inf. Syst. 44 (2) (2015)
Peter Sarlin
On biologically inspired predictions of the global financial crisis. Neural Comput. Appl. 24 (3-4) (2014)
Peter Sarlin
A weighted SOM for classifying data with instance-varying importance. Int. J. Mach. Learn. Cybern. 5 (1) (2014)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Combining visual customer segmentation and response modeling. Neural Comput. Appl. 25 (1) (2014)
Henrik J. Nyman, Peter Sarlin
From Bits to Atoms: 3D Printing in the Context of Supply Chain Strategies. HICSS (2014)
József Mezei, Peter Sarlin
Aggregation operators for the measurement of systemic risk. CoRR (2014)
Samuel Rönnqvist, Peter Sarlin
From text to bank interrelation maps. CIFEr (2014)
Samuel Rönnqvist, Xiaolu Wang, Peter Sarlin
Interactive Visual Exploration of Topic Models using Graphs. CoRR (2014)
Peter Sarlin, Tomas Eklund
Financial performance analysis of European banks using a fuzzified Self-Organizing Map. Int. J. Knowl. Based Intell. Eng. Syst. 17 (3) (2013)
Peter Sarlin
A Self-Organizing Time Map for time-to-event data. CIDM (2013)
Samuel Rönnqvist, Peter Sarlin
From Text to Bank Interrelation Maps. CoRR (2013)
Annika H. Holmbom, Samuel Rönnqvist, Peter Sarlin, Tomas Eklund, Barbro Back
Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness. ICDM Workshops (2013)
Peter Sarlin
Self-organizing time map: An abstraction of temporal multivariate patterns. Neurocomputing 99 (2013)
Peter Sarlin
Automated and Weighted Self-Organizing Time Maps. CoRR (2013)
Peter Sarlin
Exploiting the self-organizing financial stability map. Eng. Appl. Artif. Intell. 26 (5-6) (2013)
Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back
Visual Data-Driven Profiling of Green Consumers. IV (2013)
Henrik J. Nyman, Peter Sarlin
From Bits to Atoms: 3D Printing in the Context of Supply Chain Strategies. CoRR (2013)
Peter Sarlin, Zhiyuan Yao
Clustering of the Self-Organizing Time Map. Neurocomputing 121 (2013)
Peter Sarlin
Decomposing the global financial crisis: A Self-Organizing Time Map. Pattern Recognit. Lett. 34 (14) (2013)
Peter Sarlin, Samuel Rönnqvist
Cluster coloring of the Self-Organizing Map: An information visualization perspective. CoRR (2013)
Peter Sarlin, Samuel Rönnqvist
Cluster Coloring of the Self-Organizing Map: An Information Visualization Perspective. IV (2013)
Peter Sarlin, Zhiyuan Yao, Tomas Eklund
A Framework for State Transitions on the Self-Organizing Map: some Temporal Financial Applications. Intell. Syst. Account. Finance Manag. 19 (3) (2012)
Peter Sarlin
Exploiting the Self-Organizing Financial Stability Map. KES (2012)
Peter Sarlin, Zhiyuan Yao, Tomas Eklund
Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications. HICSS (2012)
Peter Sarlin
A Weighted SOM for Classifying Data with Instance-Varying Importance. ICDM Workshops (2012)
Peter Sarlin
On Biologically Inspired Predictions Of The Global Financial Crisis. ECMS (2012)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Temporal Customer Segmentation Using the Self-organizing Time Map. IV (2012)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Combining Visual Customer Segmentation and Response Modeling. ECIS (2012)
Peter Sarlin
Self-Organizing Time Map: An Abstraction of Temporal Multivariate Patterns CoRR (2012)
Peter Sarlin
Visual tracking of the millennium development goals with a fuzzified self-organizing neural network. Int. J. Mach. Learn. Cybern. 3 (3) (2012)
Peter Sarlin
Decomposing the Global Financial Crisis: A Self-Organizing Time Map. KES (2012)
Peter Sarlin, Dorina Marghescu
Visual predictions of currency crises using self-organizing maps. Intell. Syst. Account. Finance Manag. 18 (1) (2011)
Peter Sarlin
Sovereign debt monitor: A visual Self-organizing maps approach. CIFEr (2011)
Peter Sarlin, Tomas Eklund
Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series. WSOM (2011)
Peter Sarlin
Visual tracking of the Millennium Development Goals with a Self-organizing neural network. CIDM (2011)
Peter Sarlin, Dorina Marghescu
Neuro-Genetic Predictions of Currency crises. Intell. Syst. Account. Finance Manag. 18 (4) (2011)
Peter Sarlin, Tomas Eklund
Financial Performance Analysis of European Banks Using a Fuzzified Self-Organizing Map. KES (2) (2011)
Dorina Marghescu, Peter Sarlin, Shuhua Liu
Early-warning analysis for currency crises in emerging markets: A revisit with fuzzy clustering. Intell. Syst. Account. Finance Manag. 17 (3-4) (2010)
Peter Sarlin
Visual monitoring of financial stability with a self-organizing neural network. ISDA (2010)
Peter Sarlin, Dorina Marghescu
Visual Predictions of Currency Crises Using Self-Organizing Maps. ICDM Workshops (2010)