Jarosław Szkoła

Present Position

Assistant in Institute of Biomedical Informatics in University of Information Technology and Management in Rzeszow, Poland.

Education and scientific degrees

M.Sc.: Computer Science, Rzeszow University of Technology, 2005.

Professional career

  • 2005-present: Assistant, University of Information Technology and Management in Rzeszow, Poland.

Research interests

  • Artificial intelligence
  • Neural networks
  • Decision games
  • Robotics
  • Microelectronics

Organizational acitivites

  • Member of the Project Team creating computer systems for developing student entrepreneurship supported by Ministry of Higher Education and Science.

Publications

Chapters in monographs and contributions to collections:

  • Gomuła, J., Pancerz, K., Szkoła, J.: Analysis of MMPI profiles of patients with mental disorders - the first unveil of a new computer tool. In: Grzech, A., Świątek, P., Brzostowski, K. (Eds.), Applications of Systems Science, Academic Publishing House EXIT, Warsaw, 2010, pp. 297-306.
  • Gomuła, J., Paja, W., Pancerz, K., Szkoła, J.: Rule-Based Analysis of MMPI Data Using the Copernicus System. In: Hippe, Z.S., Kulikowski, J.L., Mroczek, T. (Eds.), Human-Computer Systems Interaction. Backgrounds and Applications 2. Part II. Advances in Intelligent and Soft Computing, Vol. 99, Springer-Verlag, Berlin Heidelberg, 2012, pp. 191-203.
  • Gurdak, D., Pancerz, K., Szkola, J., Warchol, J.: Computer-Aided Diagnosis of Laryngopathies in the LabVIEW Environment: Exemplary Implementation. In: Kountchev, R., Iantovics, B. (Eds.), Advances in Intelligent Analysis of Medical Data and Decision Support Systems. Studies in Computational Intelligence, Vol. 473, Springer-Verlag, Berlin Heidelberg, 2013, pp. 157-167.
  • Jaskuła, B., Szkoła, J., Pancerz, K.: SOM Based Segmentation of Visual Stimuli in Diagnosis and Therapy of Neuropsychological Disorders. In: A. Gruca, T. Czachórski, S. Kozielski (Eds.), Man-Machine Interactions 3. Advances in Intelligent Systems and Computing, Vol. 242, Springer International Publishing, 2014, pp. 55-62.

Journal articles:

  • Szkoła, J., Pancerz, K., Warchoł, J.: Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal. Bio-Algorithms and Med-Systems, Vol. 6, No. 12, 2010, pp. 75-80.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles. International Journal of Computational Intelligence Systems, Vol. 4 (5), Atlantis Press, 2011, pp. 1022-1031.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Recurrent Neural Networks in Computer-Based Clinical Decision Support for Laryngopathies: An Experimental Study. Computational Intelligence and Neuroscience, Vol. 2011, Article ID 289398, 2011.
  • Czyżewska, M., Pancerz, K., Szkoła, J.: Towards Assessment of Indicators Influence on Innovativeness of Countries' Economies: Selected Soft Computing Approaches. International Journal of Social, Management, Economics and Business Engineering, Vol. 8 (2), 2014, pp. 637-641.
  • Czyżewska, M., Szkoła, J., Pancerz, K.: Towards Assessment of Innovativeness Economy Determinant Correlation: the Double Self-Organizing Feature Map Approach. Fundamenta Informaticae, Vol. 129 (1-2), IOS Press, Amsterdam, 2014, pp. 37-48.

Conference papers:

  • Warchoł, J., Szkoła, J., Pancerz, K.: Towards Computer Diagnosis of Laryngopathies Based on Speech Spectrum Analysis: A Preliminary Approach. In: A. Fred, J. Filipe, H. Gamboa (Eds.), Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2010), Valencia, Spain, January 20-23, 2010, pp. 464-467.
  • Gomuła, J., Paja, W., Pancerz, K., Szkoła, J.: A Preliminary Attempt to Rules Generation for Mental Disorders. In: T. Pardela, B. Wilamowski (Eds.), Proceedings of the 3rd International Conference on Human System Interaction (HSI'2010), Rzeszow, Poland, May 13-15, 2010, pp. 763-765.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Classification of MMPI Profiles of Patients with Mental Disorders - Experiments with Attribute Reduction and Extension. In: J. Yu, S. Greco, P. Lingras, G. Wang, A. Skowron (Eds.), Proceedings of the 5th International Conference on Rough Set and Knowledge Technology (RSKT'2010), Beijing, China, October 15-17, 2010, Lecture Notes in Artificial Intelligence, Vol. 6401, Springer-Verlag, Berlin Heidelberg, 2010, pp. 411-418.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Computer-Based Clinical Decision Support for Laryngopathies Using Recurrent Neural Networks. In: A.E. Hassanien, A. Abraham, F. Marcelloni, H. Hagras, M. Antonelli, T.-P. Hong (Eds.), Proceedings of the 10th International Conference on Intelligent Systems Design and Applications (ISDA'2010), Cairo, Egypt, November 29 - December 1, 2010, pp. 627-632.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Improving Learning Ability of Recurrent Neural Networks: Experiments on Speech Signals of Patients with Laryngopathies. In: F. Babiloni, A. Fred, J. Filipe, H. Gamboa (Eds.), Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2011), Rome, Italy, January 26-29, 2011, pp. 360-364.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Copernicus - an Expert System Supporting Differential Diagnosis of Patients Examined Using The MMPI Test: an Index-Rule Approach. In: V. Traver, A. Fred, J. Filipe, H. Gamboa (Eds.), Proceedings of the International Conference on Health Informatics (HEALTHINF'2011), Rome, Italy, January 26-29, 2011, pp. 323-328.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Computer-Aided Diagnosis of Patients with Mental Disorders Using the Copernicus System. In: Proceedings of the 4th International Conference on Human System Interaction (HSI'2011), Yokohama, Japan, May 19-21, 2011, pp. 274-280.
  • Pancerz, K., Szkoła, J., Warchoł, J.: A Bezier Curve Approximation of the Speech Signal in the Classification Process of Laryngopathies. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2011), Szczecin, Poland, September 18-21, 2011, pp. 141-146.
  • Pancerz, K., Szkoła, J., Warchoł, J., Olchowik G.: Spectrum Disturbance Analysis For Computer-Aided Diagnosis of Laryngopathies: An Exemplary Study. Proceedings of the International Workshop on Biomedical Informatics and Biometric Technologies (BT'2011), Zilina, Slovak Republic, November 10-11, 2011.
  • Jaskuła B., Pancerz K., Jachyra D., Szkoła J.: Pupil Dilation As an Indicator of the Face Recognition Moment: An Experimental Study. Proceedings of the International Workshop on Biomedical Informatics and Biometric Technologies (BT'2011), Zilina, Slovak Republic, November 10-11, 2011.
  • Pancerz, K., Paja, W., Szkoła, J., Warchoł, J., Olchowik, G.: A Rule-Based Classification of Laryngopathies Based on Spectrum Disturbance Analysis - An Exemplary Study. In: S. Van Huffel, C. Correia, A. Fred, H. Gamboa (Eds.), Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2012), Vilamoura, Algarve, Portugal, February 1-4, 2012, pp. 458-461.
  • Jaskuła, B., Szkoła, J., Pancerz, K.: Complex Network Properties of Eye-Tracking in the Face Recognition Process - An Initial Study. In: S. Van Huffel, C. Correia, A. Fred, H. Gamboa (Eds.), Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2012), Vilamoura, Algarve, Portugal, February 1-4, 2012, pp. 462-465.
  • Szkoła, J., Pancerz, K., Warchoł, J., Olchowik, G., Klatka, M., Wojecka-Gieroba, R., Wróbel, A.: LARDISS - a Tool for Computer Aided Diagnosis of Laryngopathies. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2012), Wroclaw, Poland, September 9-12, 2012, pp. 227-233.
  • Czyżewska, M., Pancerz, K., Szkoła, J.: Self-Organizing Feature Maps in Correlating Groups of Time Series: Experiments with Indicators Describing Entrepreneurship. In: L. Popova-Zeugmann (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2012), Berlin, Germany, September 26-28, 2012, Vol. 1, pp. 73-78.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R., Szkoła, J.: Classification of Speech Signals through Ant Based Clustering of Time Series. In: N.T. Nguyen, K. Hoang, P. Jędrzejowicz (Eds.), Proceedings of the 4th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI'2012), Part I, Ho Chi Minh City, Vietnam, November 28-30, 2012, Lecture Notes in Artificial Intelligence, Vol. 7653, Springer-Verlag, Berlin Heidelberg, 2012, pp. 335-343.
  • Jaskuła, B., Szkoła, J., Pancerz, K.: Towards Determining Syntactic Complexity of Visual Stimuli Used in Art Therapy. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2013), Krakow, Poland, September 8-11, 2013, pp. 219-223.