Finance

Research output

Research output per year 1985 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2023

• 500 Article
• 107 Conference contribution
• 38 Doctoral Thesis
• 26 Commissioned report
• 32 More
  • 20 Chapter
  • 5 Book
  • 4 Conference article
  • 2 Comment/debate
  • 1 Anthology

Research output per year

Research output per year

Search results

• 2021

  ELM Feature Selection and SOM Data Visualization for Nursing Survey Datasets

  Hu, R., Farag, A., Björk, K-M. & Lendasse, A., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 99-108 10 p. (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Nursing 100%
  • Prediction 33%
  • Medication Error 33%
  • Procedures 33%

• Extreme Learning Machines for Signature Verification

  Espinosa-Leal, L., Akusok, A., Lendasse, A. & Björk, K-M., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 31-40 10 p. (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Deep Neural Network 100%

• High-Performance ELM for Memory Constrained Edge Computing Devices with Metal Performance Shaders

  Akusok, A., Leal, L. E., Björk, K-M. & Lendasse, A., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 79-88 (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Cloud Computing 100%
  • Mobile Device 100%
  • Laptops 50%
  • Computing Device 50%
  • Solution Method 50%

• Investigating Feasibility of Active Learning with Image Content on Mobile Devices Using ELM

  Akusok, A. & Lendasse, A., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 134-140 7 p. (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Image Analysis 100%

• Scikit-ELM: An Extreme Learning Machine Toolbox for Dynamic and Scalable Learning

  Akusok, A., Leal, L. E., Björk, K-M. & Lendasse, A., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 69-78 (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Learning 100%
  • Extreme Learning Machine 57%
  • Dynamics 28%
  • Usability 14%
  • Standard Library 14%

• Strategic underleveraging and acquisitions

  Blomkvist, M., Felixson, K., Löflund, A. & Vyas, H., 27.05.2021, 37th International Conference of the French Finance Association (AFFI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Validating Untrained Human Annotations Using Extreme Learning Machines

  Forss, T., Espinosa-Leal, L., Akusok, A., Lendasse, A. & Björk, K-M., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 89-98 10 p. (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Annotation 100%
  • Human 50%
  • Machine Learning Algorithm 33%
  • Algorithms 16%
  • Accuracy 16%

• Website Classification from Webpage Renders

  Espinosa-Leal, L., Akusok, A., Lendasse, A. & Björk, K-M., 2021, Proceedings of ELM2019. Cao, J., Vong, C. M., Miche, Y. & Lendasse, A. (eds.). Cham: Springer, p. 41-50 10 p. (Proceedings in Adaptation, Learning and Optimization; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Deep Learning Model 100%
  • Classification 100%
  • Classes 100%
  • Extreme Learning Machine 100%
  • Sliding Window 50%
• 2020

  ESG and CEO Turnover

  Colak, G., Korkeamaki, T. & Meyer, N., 2020, Proceedings of Paris December 2020 Finance Meeting EUROFIDAI - ESSEC. (SSRN Working Paper Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Turnover 100%
  • Stakeholder 50%
  • Market 50%
  • Enterprise 50%
  • Specific Industry 50%
• 2019

  Easy clean-ups or forebearing improvements: The effect of CEO tenure on successor's performance

  Colak, G., Hasan, I. & Liljeblom, E., 2019, Proceedings of the 11th Nordic Corporate Governance Network Conference, BI Oslo.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Spiking networks for improved cognitive abilities of edge computing devices

  Akusok, A., Björk, K. M., Leal, L. E., Miche, Y., Hu, R. & Lendasse, A., 05.06.2019, PETRA 19: Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, . ACM - Association for Computing Machinery, p. 307-308 2 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Athletic Training 100%
  • Spiking 100%
  • Cloud Computing 50%
  • Natural Person 50%
  • Computing Device 50%
  1 Citation (Scopus)

• Testing weak cross-sectional correlation of abnormal returns using spacings

  Ahlgren, N. & Antell, J., 02.05.2019, 2nd International Conference on Applied Statistics and Econometrics : Book of Abstracts. Ergun, U. (ed.). Tirana: Epoka University, p. 58-59 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access
• 2018

  A web page classifier library based on random image content analysis using deep learning

  Leal, L. E., Björk, K. M., Lendasse, A. & Akusok, A., 26.06.2018, Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, PETRA 2018. ACM - Association for Computing Machinery, p. 13-16 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Classes 100%
  • Probability 40%
  • Internet 20%
  • Trained Neural Network 20%
  • Web Page 20%
  3 Citations (Scopus)

• Distance Estimation for Incomplete Data by Extreme Learning Machine

  Eirola, E., Akusok, A., Björk, K-M. & Lendasse, A., 17.10.2018, International Conference on Extreme Learning Machine: Proceedings of ELM-2017. Cham: Springer, p. 203-209 7 p. (Proceedings in Adaptation, Learning and Optimization (PALO); vol. 10).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Extreme Learning Machine 100%
  • Missing Value 100%
  • Incomplete Data 100%
  • Standards 50%
  • Benchmark 50%

• ELM-SOM: A Continuous Self-Organizing Map for Visualization

  Hu, R., Roshdibenam, V., Johnson, H. J., Eirola, E., Akusok, A., Miche, Y., Björk, K. M. & Lendasse, A., 10.10.2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489268

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Self Concept 100%
  • Learning 71%
  • Extreme Learning Machine 71%
  • Reconstruction 28%
  • Defense Mechanism 14%
  5 Citations (Scopus)

• Extreme Learning Tree

  Akusok, A., Eirola, E., Björk, K-M. & Lendasse, A., 17.10.2018, International Conference on Extreme Learning Machine: Proceedings of ELM-2017. Cham: Springer, p. 181-185 5 p. (Proceedings in Adaptation, Learning and Optimization (PALO); vol. 10).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Decision Trees 100%

• Mislabel Detection of Finnish Publication Ranks

  Akusok, A., Saarela, M., Kärkkäinen, T., Björk, K-M. & Lendasse, A., 17.10.2018, International Conference on Extreme Learning Machine: Proceedings of ELM-2017. Cham: Springer, p. 240-248 9 p. (Proceedings in Adaptation, Learning and Optimization (PALO); vol. 10).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Detection 100%

• Riskrank to Predict Systemic Banking Crises With Common Exposures

  Sarlin, P., Giudici, P., Spelta, A. & Björk, K-M., 03.01.2018, Proceedings of the 51st Hawaii International Conference on System Sciences (HICSS'18). p. 1357-1365 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Utility 100%
  • Financial Market 50%
  • Banking 50%
  • Financial Crisis 50%
  • Financial System 50%
• 2017

  Advanced Query Strategies for Active Learning with Extreme Learning Machines

  Akusok, A., Eirola, E., Miche, Y., Gritsenko, A. & Lendasse, A., 2017, ESANN 2017 European Symposuim on Artificial Neutral Networks, Cumputational Intelligence and Machine Learning, Bruges, Belgium. p. 105-110 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
  2 Citations (Scopus)

• Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease

  Akusok, A., Eirola, E., Björk, K-M., Miche, Y., Johnson, H. & Lendasse, A., 21.06.2017, 10th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2017. ACM - Association for Computing Machinery, Vol. Part F128530. p. 189-192 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Missing Data 100%
  • Extreme Learning Machine 100%
  • Training 100%
  • Huntington's Disease 100%
  • Training Data 50%
  3 Citations (Scopus)

• Incremental ELMVIS for Unsupervised Learning

  Akusok, A., Eirola, E., Miche, Y., Oliver, I., Björk, K-M., Gritsenko, A., Baek, S. & Lendasse, A., 26.05.2017, Proceedings of ELM-2016. Cham: Springer, p. 183-193 11 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 9).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Optimization 100%
  • Application 50%
  • Dimensional Space 50%
  • Unsupervised Learning 50%
  • Memory Requirement 50%

• Learning Flow Characteristics Distributions with ELM for Distributed Denial of Service Detection and Mitigation

  Kalliola, A., Miche, Y., Oliver, I., Holtmanns, S., Atli, B., Lendasse, A., Björk, K-M., Akusok, A. & Aura, T., 26.05.2017, Proceedings of ELM-2016. Cham: Springer, p. 129-143 15 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 9).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Statistics 100%
  • Extreme Learning Machine 100%
  • Networks 100%
  • Flow Characteristic 66%
  • Computational Time 33%

• On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces

  Ren, W., Miche, Y., Oliver, I., Holtmanns, S., Björk, K-M. & Lendasse, A., 24.08.2017, CD-MAKE 2017: Machine Learning and Knowledge Extraction. Cham: Springer, p. 3-13 11 p. (Lecture Notes in Computer Science (LNCS); vol. 10410).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Euclidean Space 100%
  • Algorithm 25%
  • Pairwise Distance 12%
  • Euclidean Distance 12%
  • Standard Error 12%

• Predicting Huntington’s Disease: Extreme Learning Machine with Missing Values

  Eirola, E., Akusok, A., Björk, K-M., Johnson, H. & Lendasse, A., 26.05.2017, Proceedings of ELM-2016. Cham: Springer, p. 195-206 12 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 9).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Machine Learning 100%
  • Extreme Learning Machine 100%
  • Real World 50%
  • Application 50%
  • Experimental Result 50%

• Strong and weak cross-sectional dependence in factor models for returns in event studies

  Ahlgren, N. & Antell, J., 28.11.2017, Programme and Abstracts CFE-CMSTATISTICS 2017: 11th International Conference on Computational and Financial Econometrics (CFE 2017). London: ECOSTA ECONOMETRICS AND STATISTICS, Vol. 11. p. 53-53 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  Open Access

  • Models 100%
  • Return 76%
  • Factor Model 69%
  • Cross-Sectional Dependence 38%
  • Market 23%
• 2016

  A new application of machine learning in health care

  Björk, K. M., Eirola, E., Miche, Y. & Lendasse, A., 29.06.2016, Proceedings of the 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments, PETRA 2016. ACM - Association for Computing Machinery, 49

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Application 100%
  • Missing Data 100%
  • System Management 50%
  • Development Methodology 50%
  • Information Risk Management 50%
  4 Citations (Scopus)

• Combined nonlinear visualization and classification: ELMVIS++C

  Gritsenko, A., Akusok, A., Miche, Y., Björk, K-M., Baek, S. & Lendasse, A., 2016, 2016 International Joint Conference on Neural Networks (IJCNN) . IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Dimensionality Reduction 100%
  • Visualization 100%
  • Classes 100%
  • Application 50%
  • Unsupervised Method 50%
  2 Citations (Scopus)

• Countercyclical and Time-Varying Risk Aversion and Equity Premium

  Antell, J. & Vaihekoski, M., 26.06.2016, Twenty-third Annual Conference Multinational Finance Society. Multinational Finance Society, p. 104-104 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  Open Access

• Data Anonymization as a Vector Quantization Problem: Control Over Privacy for Health Data

  Miche, Y., Oliver, I., Holtmanns, S., Kalliola, A., Akusok, A., Lendasse, A. & Björk, K-M., 23.08.2016, CD-ARES 2016: Availability, Reliability, and Security in Information Systems. Cham: Springer, p. 193-203 11 p. ( Lecture Notes in Computer Science book series (LNCS); vol. 9817).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Vector Quantization 100%
  • Anonymization 75%
  • Reidentification 25%
  • Data Integrity 25%
  • Control 25%
  4 Citations (Scopus)

• Do female CEOs and Chairwomen constrain bank risk-taking? Evidence from the effects of real estate shocks on bank performance

  Palvia, A., Vähämaa, E. & Vähämaa, S., 11.2016, Proceedings of the 2016 Southern Finance Association.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• ELMVIS+: Improved Nonlinear Visualization Technique Using Cosine Distance and Extreme Learning Machines

  Akusok, A., Miche, Y., Björk, K-M., Nian, R., Lauren, P. & Lendasse, A., 03.01.2016, Proceedings of ELM-2015. Cham: Springer, Vol. 2. p. 357-369 13 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 7).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Application 100%
  • Benchmark 100%
  • Global Optimization 100%
  • Speed-up 100%
  • Visualization Technique 100%

• Evaluating Confidence Intervals for ELM Predictions

  Akusok, A., Miche, Y., Björk, K-M., Nian, R., Lauren, P. & Lendasse, A., 03.01.2016, Proceedings of ELM-2015. Cham: Springer, Vol. 2. p. 413-422 10 p. (Proceedings in Adaptation, Learning and Optimization (PALO); vol. 7).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Confidence Interval 100%
  • Forecasting 60%
  • Variables 20%
  • Statistical Approach 20%
  • Precision 20%

• Is there a sacrifice cost of leverage constraints? The case of Islamic equity investments

  Ashraf, D., Felixson, K., Khawaja, M. & Hussain, S. M., 29.07.2016, Proceedings of World Finance Conference. 30 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Share 100%
  • Investment 66%
  • Costs 50%
  • Leverage 50%
  • Investors 50%

• On Mutual Information over Non-Euclidean Spaces, Data Mining and Data Privacy Levels

  Miche, Y., Oliver, I., Holtmanns, S., Akusok, A., Lendasse, A. & Björk, K-M., 03.01.2016, Proceedings of ELM-2015 . Cham: Springer, Vol. 2. p. 371-383 13 p. ( Proceedings in Adaptation, Learning and Optimization (PALO); vol. 7).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Data Mining 100%
  • Mutual Information 66%
  • Anonymization 33%
  • Obfuscation 33%
  • Privacy Technique 33%

• Uncertainty and Firm Dividend Policy

  Buchanan, B., Cao, X., Liljeblom, E. & Weichrich, S., 01.06.2016, Behavioral Finance Working Group Conference in London, 2016. London, p. 1 52 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Dividend 100%
  • Enterprise 100%
  • Taxation 71%
  • Tax Increase 42%
  • Payout Policy 28%

• Uncertainty and Firm Dividend Policy - A Natural Experiment

  Buchanan, B., Cao, X., Liljeblom, E. & Weihrich, S., 01.06.2016, Multinational Finance Society: 23rd Annual Conference, Stockholm, June 26-29, 2016. p. 1-52 52 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Dividend 100%
  • Enterprise 100%
  • Taxation 71%
  • Tax Increase 42%
  • Payout Policy 28%
• 2015

  Ethical reputation of financial institutions: Do board characteristics matter?

  Vähämaa, E., Vähämaa, S., Baselga-Pascual, L. & Trujillo-Ponce, A., 2015, Proceedings of the 2015 Southern Finance Association Meeting.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Expected Return and Variance: Lambda is Alive, Positive and Significant

  Antell, J. & Vaihekoski, M., 15.06.2015, Twenty-Second Annual Conference of the Multinational Finance Society. University of Macedonia, 46 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  Open Access

• Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models

  Eirola, E., Gritsenko, A., Akusok, A., Björk, K-M., Miche, Y., Sovilj, D., Nian, R., He, B. & Lendasse, A., 06.06.2015, International Work-Conference on Artificial Neural Networks: IWANN 2015: Advances in Computational Intelligence. Cham: Springer, p. 153-164 12 p. ( Lecture Notes in Computer Science (LNCS); vol. 9095).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Extreme Learning Machine 100%
  • Machine Learning 100%
  • Gaussian Mixture Model 60%
  • Mixture Model 60%
  • Multiclass Classification 40%
  7 Citations (Scopus)

• Short term value creation for the bidder - evidence from Finland

  Högholm, K. & Knif, J., 2015, Economic and Social Development 11th International Scientific Conference on Economic and Social Development – Building Resilient Society: Book of Proceedings. Vuletic, A., Vlahov, R. & Pihir, I. (eds.). Koprivnica: University North, p. 342-353 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

• Value Investing: Cheapness, Quality, and Investor Confidence

  Maury, B., 2015, European Financial Management Association 2015 Annual Meetings. Nyenrode Business Universiteit

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Investors 100%
  • Performance 37%
  • Quality 37%
  • Concentration 37%
  • Shareholder 25%
• 2014

  A Generalized Scalable Software Architecture for Analyzing Temporally Structured Big Data in the Cloud

  Westerlund, M., Hedlund, U., Pulkkis, G. & Björk, K. M., 01.01.2014, New Perspectives in Information Systems and Technologies. Springer Verlag, Vol. 1. p. 559-569 11 p. (Advances in Intelligent Systems and Computing (AISC); vol. 275).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Software Architecture 100%
  7 Citations (Scopus)

• A New Approach to Economic Production Quantity Problems with Fuzzy Parameters and Inventory Constraint

  Mezei, J. & Björk, K-M., 01.01.2014, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Proceedings. PART 1 ed. Cham: Springer Verlag, p. 406-415 10 p. (Communications in Computer and Information Science; vol. 442 CCIS, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Fuzzy 100%
  • Production Theory 100%
  • Nonlinear Programming 50%
  • Optimization Problem 50%
  • Signed Distance 50%

• ELM Clustering – Application to Bankruptcy Prediction

  Akusok, A., Veganzones, D., Björk, K-M., Séverin, E., du Jardin, P., Lendasse, A. & Miche, Y., 2014, International work-conference on Time Series (ITISE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Clustering Technique 100%
  • Machine Learning 100%
  • Application 33%
  • Priori Knowledge 33%
  • Genetic Algorithm 33%

• Finding Originally Mislabels with MD-ELM

  Akusok, A., Veganzones, D., Miche, Y., Séverin, E. & Lendasse, A., 2014, ESANN 2014 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Machine Learning 100%
  • Bankruptcy 100%
  • Corporate Finance 50%
  6 Citations (Scopus)

• HP Trend Filtering Using Gaussian Mixture Model Weighted Heuristic

  Sayfullina, L., Westerlund, M., Björk, K-M. & Toivonen, H. T., 15.12.2014, 2014 IEEE 26th International Conference on Tools with Artificial Intelligence. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Trend 100%
  • Heuristics 50%
  • Mixture Model 50%
  • Time Series 25%
  • Gaussian Mixture Model 25%

• Identification of Linear Switching System with Unknown Dimensions

  Shirdel, A. H., Björk, K-M. & Toivonen, H. T., 10.03.2014, 2014 47th Hawaii International Conference on System Sciences, Waikoloa, HI, USA . IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Identification 100%
  • Switching System 100%
  • Optimization Problem 25%
  • Optimization Technique 25%
  • Linear Problem 25%
  2 Citations (Scopus)

• Linear Switching System Identification Applied to Blast Furnace Data

  Shirdel, A. H., Björk, K-M., Holopainen, M., Carlsson, C. & Toivonen, H. T., 2014, Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, 2014, Vienna, Austria . SCITEPRESS Science And Technology Publications, Vol. 1. p. 643-648 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Switching Systems 100%
  • Models 40%
  • Blast Furnace 40%
  • Dynamical Behavior 40%
  • Nonlinear Model 20%
  1 Citation (Scopus)

• Tests for Abnormal Returns in the Presence of an Event-Induced Increase in the Cross Sectional Correlation

  Ahlgren, N. & Antell, J., 25.08.2014, 68th European Meeting of the Econometric Society. EEA-ESEM - European Economic Association & Econometric Society, 38 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  • Return 100%
  • Autoregressive Model 33%
  • Volatility 16%
  • Bankruptcy 16%
  • Capital Market Returns 16%
• 2013

  A Fuzzy Tabu Search Approach to Solve a Vehicle Routing Problem

  Björk, K-M. & Mezei, J., 17.07.2013, Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Proceedings. PART 1 ed. Berlin, Heidelberg: Springer, p. 210-217 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7902 LNCS, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Vehicle Routing 100%
  • Tabu Search 100%
  • Multiobjective 50%
  • Decision Variable 50%
  • Statistical Data 50%
  2 Citations (Scopus)