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  • 2023

    A new GARCH model with a deterministic time-varying intercept

    Ahlgren, N., Back, A. & Teräsvirta, T., 17.06.2023, NORDSTAT 2023 Booklet with Abstracts. Gothenburg, p. 24 1 p.

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

  • Controlling Owners and Corporate Cash Holdings in the Nordic Countries

    Felixson, K., Liljeblom, E., Meyer, N. & Antell, J., 22.08.2023, Journal of Corporate Finance Special Issue Conference 2023.

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

  • Modeling ultra-high frequency trade durations with ACD type of models

    Belfrage, M. & Rosenqvist, G., 2023, European Meeting of Statisticians 2023 Warsaw 3–7 July, 2023, Book of Abstracts. Warsaw, p. 217-217 1 p.

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

  • Political connections and shareholder support

    Blomkvist, M., Liljeblom, E., Löflund, A. & Redor, E., 05.07.2023, Proceedings of the 39th Conference of the French Finance Association (AFFI), Kedge Business School, Bordeaux campus, France, June 5-7, 2023. p. 1-56

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

    File

  • Sup-tests against time-varying GARCH models

    Ahlgren, N., Back, A. & Teräsvirta, T., 22.08.2023, Book of Abstracts COMPSTAT 2023. London, Vol. 25. p. 23 1 p.

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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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
  • 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

    3 Citations (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

    5 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

  • 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

    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

  • 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

  • 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
  • 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

    4 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

  • 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

  • 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

  • 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

  • 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
  • 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

    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

    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

    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

  • 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

  • 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

  • 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

  • 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

  • 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
  • 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

    8 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
  • 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

    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

  • 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

  • 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

    6 Citations (Scopus)