пропозиції роботи
Arkadiusz Jachnik
Senior Data Scientist
Poznań,
wielkopolskie
Dołącz do GoldenLine i obejrzyj pełny profil tego użytkownika
Zobacz pełny profil
Umiejętności
Sztuczna inteligencja
C++
Data Classification
Wspomaganie decyzji
Eclipse
Angielski
Hadoop
HBase
Hive
iOS
Java
LaTeX
Linux
Machine Learning
NoSQL
Spark
Spring
SQL
Weka
System Windows
Mac OS X
Multi-label classification
structured output prediction
Mulan
PL-GRID
Spark Streaming
Streaming computing
Języki
angielski
biegły
Doświadczenie zawodowe
Senior Data Mining Specialist / Senior Data Scientist
Content personalization, content classification, user profiling, machine learning
Senior technical & research assistant
Poznan University of Technology, Institute of Computing Science
Theoretical analysis of label dependence in multi-target problems.
Development and implementation of CLI algorithms.
Experimental studies on publicly available benchmark datasets.
Application of CLI methods in molecular docking.
Computational experiments on docking datasets.
Development and implementation of CLI algorithms.
Experimental studies on publicly available benchmark datasets.
Application of CLI methods in molecular docking.
Computational experiments on docking datasets.
Właściciel
Fortad
Start-up
Data Mining Specialist / Data Scientist
Content personalization, content classification, user profiling, machine learning
Senior technical assistant
Poznan University of Technology
Szkolenia i kursy
Introduction to the Grid computing environment, Poznań Supercomputing and Networking Center (2010)
Edukacja
Informatyka, doktoranckie
Politechnika Poznańska
Informatyka, magisterskie
Politechnika Poznańska
Informatyka, inżynierskie
Politechnika Poznańska
Informatyka, Technologie Wytwarzania Oprogramowania, magisterskie
Poznań University of Technology
Informatyka Doktoranckie, doktorat
Poznań University of Technology
Specjalizacje
Badania i rozwój
Business Intelligence/Data Warehouse
IT - Rozwój oprogramowania
Analiza biznesowa
IT - Rozwój oprogramowania
Programista JAVA
IT - Rozwój oprogramowania
Programista PHP
Zainteresowania
programming, mathematics, information retrieval, new technologies, web development, computer graphics, computer special effects, business, economy, sport: swimming
Organizacje
Student Research Group "ATENA": member: 2008 - 2012 ; chairman: 03/2009 - 01/2011
Inne
Major publications:
K. Dembczynski, A. Jachnik, W. Kotlowski, W. Waegeman, E. Huellermeier. Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization. In: Proceedings of the International Conference on Machine Learning, 2013.
A. Szwabe, A. Jachnik, A. Figaj, M. Blinkiewicz. Semantic Structure Matching Recommendation Algorithm. 4th International Conference MCSS 2011 in Krakow, Poland, June 2-3, 2011. Springer Berlin Heidelberg, 2011.
The INDECT Consortium. A. Szwabe, A. Figaj, A. Jachnik, M. Blinkiewicz, G. M. Moviquity. D6.5 Report on proof-of-concept of semantic components used in the portal. Poznan University of Technology, Poznań 2011.
The INDECT Consortium. A. Szwabe, P. Misiorek, T. Janasiewicz, P. Walkowiak A. Figaj, A. Jachnik, M. Blinkiewicz, G. Maestro Moviquity, D9.17 Report on proof-of-concept of semantic components used in the portal. Poznan University of Technology, Poznań 2011.
K. Dembczynski, A. Jachnik, W. Kotlowski, W. Waegeman, E. Huellermeier. Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization. In: Proceedings of the International Conference on Machine Learning, 2013.
A. Szwabe, A. Jachnik, A. Figaj, M. Blinkiewicz. Semantic Structure Matching Recommendation Algorithm. 4th International Conference MCSS 2011 in Krakow, Poland, June 2-3, 2011. Springer Berlin Heidelberg, 2011.
The INDECT Consortium. A. Szwabe, A. Figaj, A. Jachnik, M. Blinkiewicz, G. M. Moviquity. D6.5 Report on proof-of-concept of semantic components used in the portal. Poznan University of Technology, Poznań 2011.
The INDECT Consortium. A. Szwabe, P. Misiorek, T. Janasiewicz, P. Walkowiak A. Figaj, A. Jachnik, M. Blinkiewicz, G. Maestro Moviquity, D9.17 Report on proof-of-concept of semantic components used in the portal. Poznan University of Technology, Poznań 2011.
