About
Halina Kwaśnicka, DSc, PhD, is a full Professor at the Department of Artificial Intelligence, the Faculty of Information and Communication Technology, Wroclaw University of Science and Technology, Poland. She graduated from the Faculty of Electronics at the Wrocław University of Science and Technology. She received PhD and DSc (habilitation in Poland) at the Faculty of Electronics. In 2009 she was nominated by the President of Poland as a full professor (the highest scientific title in Poland), the System Research Institute Polish Academy of Sciences conducted this procedure. She was a founder and the head (up to the end of 2020) of the Department of Artificial Intelligence. Between 2016 and 2020, she was a Head of Doctoral Studies at the Faculty of Computer Science and Management of the Wroclaw University of Technology. In the years 2004 -- 2012, she was the deputy director for research at the Institute of Computer Science. Her research interests have evolved from nature-inspired methods through knowledge-based systems to machine learning and image interpretation. The last subjects are Object Hierarchy Generation and Explainable Artificial Intelligence. She is the author of over 200 scientific papers, four books and co-editor of two books (Springer). She gave several invited lectures. She was a patron of created in 2018 specialization Data Science (master study). She managed research projects on applying artificial intelligence methods in medicine and image analysis. She is active in international cooperation - she has participated in EU projects and managed the Polish-Singaporean research project. At the invitation of the Ministry of Digitization, as part of the AI-Tech project consortium, she began to create, together with the members of the Department of Artificial Intelligence, a new master's degree study -- on Artificial Intelligence. It was launched in February 2021. She is a member of the Program Council of this project. She was awarded as TOP of the TOP Women in AI 2022 by Perspektywy Women in Tech and received the "Distinguished Mentor in AI" award.
Research Interests
Education
Professor – scientific title in Poland, in Computer Science (Artificial Intelligence)
Systems Research Institute Polish Academy of Sciences · 2009
Habilitation in Computer Sciencec
Faculty of Electronics, Wroclaw University of Science and Technology · 2000
PhD in Computer Sciencec
Institute of Engineering Cybernetics, Wroclaw University of Science and Technology · 1980
MsC in Computer Science
Institute of Engineering Cybernetics, Wroclaw University of Science and Technology · 1976
Publications
Pix2Trips - a system supporting small groups of urban tourists
2021 · *Proceedings of the 16th Conference on Computer Science and Intelligence Systems, September 2-5, 2021, online*
Hierarchical data generator based on tree-structured stick breaking process for benchmarking clustering methods
2021 · *Information Sciences*
Evolutionary algorithms and their applications to engineering problems
2020 · *Neural Computing & Applications*
Sztuczna inteligencja - sukcesy i obawy
2019 · *Innowacje technologiczne w teorii i praktyce*
A new F-score gradient-based training rule for the linear model
2019 · *Pattern Analysis and Applications*
Semantic gap in image and video analysis :
2018 · *Bridging the semantic gap in image and video analysis*
Preface
2018
Nature inspired methods and their industry applications - swarm intelligence algorithms
2018 · *IEEE Transactions on Industrial Informatics*
Introduction to the special section on Nature Inspired Methods in Industry Applications
2018
Bridging the semantic gap in image and video analysis
2018 · *Springer*
Similarity-based summarization of music files for support vector machines
2018 · *Complexity*
Deep learning - a new era in bridging the semantic gap
2018 · *Bridging the semantic gap in image and video analysis*
Music emotion analysis using semantic embedding recurrent neural networks
2017 · *2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2017) : 3-5 July 2017, Gdynia, Poland*
Complex networks in the epidemic modelling
2017 · *Intelligent Information and Database Systems : 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017 : proceedings. Pt. 1*
On high dimensional searching spaces and learning methods
2017 · *Data science and big data : an environment of computational intelligence*
New similarity functions
2016 · *Third International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2016 : Łódź, Poland, September 19-21, 2016.*
Sparse coding methods for music induced emotion recognition
2016 · *Proceedings of the 2016 Federated Conference on Computer Science and Information Systems : September 11–14, 2016, Gdańsk, Poland*
Hierarchy of groups evaluation using different F-score variants
2016 · *Intelligent Information and Database Systems : 8th Asian Conference, ACIIDS 2016, Da Nang, Vietnam, March 14-16, 2016 : proceedings. Pt. 1*
Hierarchical Evolutionary Multi-biclustering :hierarchical structures of biclusters generation
2016 · *Intelligent Information and Database Systems : 8th Asian Conference, ACIIDS 2016, Da Nang, Vietnam, March 14-16, 2016 : proceedings. Pt. 1*
Issues on critical objects in mining algorithms
2016 · *Third International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2016 : Łódź, Poland, September 19-21, 2016.*
Applying bounded fuzzy possibilistic method on critical objects
2016 · *CINTI 2016 : 17th IEEE International Symposium on Computational Intelligence and Informatics : 17-19 November, 2016, Budapest, Hungary.*
HER-2/neu breast cancer diagnosis procedure, based on histopathology image analysis
2014 · *Proceedings IWBBIO 2014 : International Work-Conference on Bioinformatics and Biomedical Engineering, Granada, April 7-9 2014. Vol. 1*
Guest editorial :
2014
Metaheurystyki inspirowane naturą w zastosowaniach
2013 · *Oficyna Wydawnicza Politechniki Wrocławskiej*
Recognition of HER-2/neu breast cancer cell membranes with fuzzy rough sets
2013 · *Recent researches in medicine, biology and bioscience : proceedings of the 4th International Conference on Bioscience and Bioinformatics (ICBB '13), Chania, Crete Island, Greece, August 27-29, 2013*
Automaty komórkowe
2013 · *Metaheurystyki inspirowane naturą w zastosowaniach*
Improved Sammon mapping method for visualization of multidimensional data
2012 · *Computational collective intelligence : technologies and applications : 4th International Conference, ICCCI 2012, Ho Chi Minh City, Vietnam, November 28-30, 2012 : proceedings. Pt. 2*
Can a simple genetic algorithm be used as a dimension reduction technique?
2012 · *Mendel 2012 : 18th International Conference on Soft Computing*
Hierarchical clustering through Bayesian inference
2012 · *Computational collective intelligence : technologies and applications : 4th International Conference, ICCCI 2012, Ho Chi Minh City, Vietnam, November 28-30, 2012 : proceedings. Pt. 1*
Fuzzy classification method in credit risk
2012 · *Computational collective intelligence : technologies and applications : 4th International Conference, ICCCI 2012, Ho Chi Minh City, Vietnam, November 28-30, 2012 : proceedings. Pt. 1*
Image auto-annotation with automatic selection of the annotation length
2012 · *Journal of Intelligent Information Systems*
Image similarities on the basis of visual content :an attempt to bridge the semantic gap
2011 · *Intelligent information and database systems : Third International Conference, ACIIDS 2011, Daegu, Korea, April 20-22, 2011 : proceedings. Pt. 1*
Preface
2011
Advances in intelligent image analysis
2011 · *Innovations in intelligent image analysis*
Innovations in intelligent image analysis
2011 · *Springer*
Selection of numerical and nominal features based on probabilistic dependence between features
2011 · *Applied Artificial Intelligence*
Multiobjective particle swarm optimization using fuzzy logic
2011 · *Computational collective intelligence : technologies and applications : Third International Conference, ICCCI 2011, Gdynia, Poland, September 21-23, 2011 : proceedings. Pt. 1*
Multi population pattern searching algorithm :a new evolutionary method based on the idea of messy genetic algorithm
2011 · *IEEE Transactions on Evolutionary Computation*
Flocking behaviour in simple ecosystems as a result of artificial evolution
2011 · *Applied Soft Computing*
PATSI - photo annotation through similar images with annotation length optimization
2010 · *Intelligent information systems*
Coalition formation using combined deterministic and evolutionary approach
2010 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Fuzzy Sugeno integral interpretation with application in histopathology image analysis
2010 · *Systems Science*
Exploitation of multiple hyperspace dimensions to realize coexistence optimized wireless automation systems
2010 · *IEEE Transactions on Industrial Informatics*
A rule-based region growing fuzzy segmentation system for pathological brain computed tomography images
2010 · *Systems Science*
PATSI - photo annotation through finding similar images with Multivariate Gaussian Models
2010 · *Lecture Notes in Computer Science*
Correlation based feature selection method
2010 · *International Journal of Bio-Inspired Computation*
The Wroclaw University of Technology participation at ImageCLEF 2010 Photo Annotation Track
2010
AdQL - Anomaly Detection Q-Learning in control multi-queue systems with QoS constraints
2010 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Feature set reduction by evolutionary selection and construction
2010 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Machine learning methods in automatic image annotation
2010 · *Advances in machine learning II*
Intelligent techniques in personalization of learning in e-learning systems
2010 · *Computational intelligence for technology enhanced learning*
Dynamic spectrum access :cyclic transmission exploitation using cognitive radio for coexistence optimized wireless automation systems
2009 · *2009 IEEE 13th International Multitopic Conference, (INMIC 2009), December 14-15, 2009, Islamabad, Pakistan.*
A generic cognitive radio for evaluating coexistence optimized industrial automation systems
2009 · *2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks Workshops, SECON Workshops '09, 22-26 June 2009, Rome, Italy .*
Avascular area detection in nailfold capillary images
2009 · *Proceedings of the International Multiconference on Computer Science and Information Technology, Mrągowo, Poland, October 12-14, 2009*
MAGMA :efficient method for image annotation in low dimensional feature space based on Multivariate Gaussian Models
2009 · *Proceedings of the International Multiconference on Computer Science and Information Technology, Mrągowo, Poland, October 12-14, 2009*
Możliwości zastosowania algorytmów genetycznych w systemach informacyjnych wspomagających proces podejmowania decyzji gracza giełdowego
2009 · *Inżynieria wiedzy i systemy ekspertowe*
Inżynieria wiedzy i systemy ekspertowe
2009 · *\"\"Exit\"\"*
Capillary blood vessel tracking using polar coordinates based model identification
2009 · *Computer recognition systems 3*
A framework for clinical decision support systems - combining knowledge gathered from data, images and experts
2009 · *Fourth International Conference on Intelligent Computing and Information Systems, ICICIS 2009, Cairo, Egypt, March 19-22, 2009.*
Improved resulted word counts optimizer for automatic image annotation problem
2009 · *Fundamenta Informaticae*
A cognitive radio approach to realize coexistence optimized wireless automation systems
2009 · *14th IEEE Conference on Emerging Technologies and Factory Automation, ETFA 2009 : September 22-26, 2009, Mallorca.*
Capillary abnormalities detection using vessel thickness and curvature analysis
2009 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Capillary blood vessel tortuosity measurement using graph analysis
2009 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Computer-interactive methods of brain cortical evaluation
2008 · *Information technologies in biomedicine*
Extraction of emotional content from music data
2008 · *Seventh International Conference on Computer Information Systems and Industrial Management Applications, [CISIM 2008] : proceedings, Ostrava, The Czech Republic, June 26 - June 28, 2008*
Learning assistant - personalizing learning paths in e-learning environments
2008 · *Seventh International Conference on Computer Information Systems and Industrial Management Applications, [CISIM 2008] : proceedings, Ostrava, The Czech Republic, June 26 - June 28, 2008*
Data mining techniques in e-learning CelGrid system
2008 · *Seventh International Conference on Computer Information Systems and Industrial Management Applications, [CISIM 2008] : proceedings, Ostrava, The Czech Republic, June 26 - June 28, 2008*
Reinforcement approach to adaptive package scheduling in routers
2008 · *Systems Science*
Rozpoznanie cech geometrycznych charakteryzujących zmiany zanikowe mózgu w chorobie Alzheimera dla danych obrazowych z tomografii komputerowej
2008 · *Psychogeriatria Polska*
Correlation of volumetric and fractal measurements of brain atrophy with neuropsychological tests in patients with dementive disorders
2008 · *Polish Journal of Radiology*
Resulted word counts optimization - a new approach for better automatic image annotation
2008 · *Pattern Recognition*
On automation of brain CT image analysis
2008 · *Proceedings of the International Multiconference on Computer Science and Information Technology, Wisła, Poland, October 20-22, 2008*
Coalition formation in multi-agent systems - an evolutionary approach
2008 · *Proceedings of the International Multiconference on Computer Science and Information Technology, Wisła, Poland, October 20-22, 2008*
Calculating accurate volume of spontaneous intracerebral hematoma
2008 · *The Fifth International Conference on Soft Computing as Transdisciplinary Science and Technology, [CSTST '2008] : proceedings, Cergy-Pontoise, France, October 28th - October 31st 2008*
A method for calculating accurate volume of objects from tomographic scans and its medical application
2008 · *Information systems architecture and technology : designing, development and implementation of information systems*
Genetic algorithm as a tool for stock market modelling
2008 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
An ensemble of cooperative genetic algorithms as an intelligent search tool
2007 · *International Journal of Computational Intelligence Research*
EMOT - an evolutionary approach to 3D computer animation
2007 · *TASK Quarterly*
Evolving feedforward neural networks - an outcome of simulation studies
2007 · *Evolutionary Computation and Global Optimization 2007, Będlewo, June 11th - 13th, 2007*
Influence of data dimensionality on the quality of forecasts given by a multilayer perceptron
2007 · *Theoretical Computer Science*
Modelling of evacuation from burning buildings
2007 · *System Modelling control. SMC. XII International conference, Zakopane, October 17-19, 2007.*
Evolutionary modeling and industrial structure emergence
2007 · *Handbook of research on nature-inspired computing for economics and management. Jean-Philippe Rennard [ed.]. Vol. 1.*
Ewolucyjne projektowanie sieci neuronowych
2007 · *Oficyna Wydaw. PWroc.*
VCOP - system of visual communication with computers for paralyzed users
2007 · *6th International Conference on Computer Information Systems and Industrial Management Applications. CISIM 2007. Proceedings, Elk, Poland, 28-30 June 2007*
Capillaroscopy image analysis as an automatic image annotation problem
2007 · *6th International Conference on Computer Information Systems and Industrial Management Applications. CISIM 2007. Proceedings, Elk, Poland, 28-30 June 2007*
Correlation-based feature selection strategy in classification problems
2006 · *International Journal of Applied Mathematics and Computer Science*
Genetic approach to optimize traffic flow by timing plan manipulation
2006 · *Sixth International Conference on Intelligent Systems Design and Applications. ISDA 2006, Jinan, China, 16-18 October 2006. Vol. 2*
On evolution of image auto-annotation methods
2006 · *Sixth International Conference on Intelligent Systems Design and Applications. ISDA 2006, Jinan, China, 16-18 October 2006. Vol. 2*
Visualization as a method for relationship discovery in data
2006 · *XXIst Fall Meeting of the Polish Information Processing Society. Proceedings of the scientific session, [Wisła, December 5-9, 2005].*
Multiple class machine learning approach for an image auto-annotation problem
2006 · *Sixth International Conference on Intelligent Systems Design and Applications. ISDA 2006, Jinan, China, 16-18 October 2006. Vol. 2*
Correlation-based feature selection strategy in neural classification
2006 · *Sixth International Conference on Intelligent Systems Design and Applications. ISDA 2006, Jinan, China, 16-18 October 2006. Vol. 1*
Adaptacyjny system sygnalizacji świetlnej oparty na algorytmie genetycznym
2006 · *Inżynieria wiedzy i systemy ekspertowe. Pod red. A. Grzecha.*
Fuzzy lofic in stuttering therapy
2006 · *Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence*
Discovery of association rules from medical data - classical and evolutionary approaches
2006 · *XXIst Fall Meeting of the Polish Information Processing Society. Proceedings of the scientific session, [Wisła, December 5-9, 2005].*
Genetic programming in data modelling
2006 · *Genetic systems programming. Theory and experiences. N. Nedjah, A. Abraham, L. Macedo Mourelle (eds).*
HYPRMARKET - an evolutionary paths planner
2006 · *Evolutionary Computation and Global Optimization 2006, Murzasichle, May 31st - June 2nd, 2006*
Fast image auto-annotation with discretized feature distance measures
2006 · *Machine Graphics and Vision*
Orator - an intelligent system supporting stuttering therapy
2006 · *Systems Science*
The concept and properties of Sigma-if neural network
2005 · *Adaptive and natural computing algorithms. Proceedings of the international conference, Coimbra, Portugal, [March 21-23], 2005*
Discovering effective strategies for the iterated prisoner's dilemma using genetic algorithms
2005 · *5th International Conference on Intelligent Systems Design and Applications. Proceedings, Wrocław, September 8-10, 2005*
Sztuczna inteligencja i systemy ekspertowe. Rozwój, perspektywy
2005 · *Wyższa Szkoła Zarządzania i Finansów*
Sieci neuronowe w zastosowaniach. Praca zbiorowa
2005 · *Oficyna Wydaw. PWroc.*
Zastosowanie sieci neuronowych w grach
2005 · *Sieci neuronowe w zastosowaniach. Praca zbiorowa pod red. U. Markowskiej-Kaczmar, H. Kwaśnickiej.*
Spread Histogram - a method for calculating spatial relations between objects
2005 · *Computer recognition systems. Marek Kurzyński [i in.] (eds).*
Correlation dimension and the quality of forecasts given by a neural network
2005 · *Lecture Notes in Computer Science*
Managing of cooperative genetic algorithms by intelligent agent
2005 · *5th International Conference on Intelligent Systems Design and Applications. Proceedings, Wrocław, September 8-10, 2005*
Melanocytic lesion images segmentation enforcing by spatial relations based declarative knowledge
2005 · *5th International Conference on Intelligent Systems Design and Applications. Proceedings, Wrocław, September 8-10, 2005*
Efficiency aspects of neural network architecture evolution using direct and indirect encoding
2005 · *Adaptive and natural computing algorithms. Proceedings of the international conference, Coimbra, Portugal, [March 21-23], 2005*
Uczący się komputer. Programowanie gier logicznych
2004 · *Oficyna Wydaw. PWroc.*
Rule discovery from medical data using genetic algorithm
2004 · *Fourth International ICSC Symposium on Engineering of Intelligent Systems. EIS '2004, Funchal, Portugal, February 29 - March 2, 2004.*
Algorytm genetyczny w odkrywaniu reguł z rzeczywistej, medycznej bazy danych
2004 · *Pozyskiwanie wiedzy i zarządzanie wiedzą, [Kule k. Częstochowy, 13-15 maja 2004]*
Metody wzorowane na naturze w zadaniach data mining
2004 · *Pozyskiwanie wiedzy i zarządzanie wiedzą, [Kule k. Częstochowy, 13-15 maja 2004]*
Selection pressure and an efficiency of neural network architecture evolving
2004 · *Artificial intelligence and soft computing - ICAISC 2004. 7th International conference. Proceedings, Zakopane, June 7-11, 2004*
Określenie możliwości zastosowania technik sztucznej inteligencji do sterowania złożonymi agregatami metalurgicznymi na jednym z wybranych etapów procesu przetopu zawiesinowego
2004
The concept and properties of Sigma-if neural network
2004
IBIS: a new evolutionary algorithm for timetable problem
2004 · *Intelligent information processing and web mining. Proceedings of the International IIS: IIPWM `04 Conference, Zakopane, May 17-20, 2004*
Evolutionary approach to rule extraction from medical data
2004 · *Journal of Medical Informatics & Technologies*
Genetic algorithm as an attributes selection tool for learning algorithms
2004 · *Intelligent information processing and web mining. Proceedings of the International IIS: IIPWM `04 Conference, Zakopane, May 17-20, 2004*
Discovering dependencies in medical data by visualisation
2004 · *Fourth International ICSC Symposium on Engineering of Intelligent Systems. EIS '2004, Funchal, Portugal, February 29 - March 2, 2004.*
Efficiency of selected meta-heuristics applied to the TSP problem: a simulation study
2003 · *Artificial and computational intelligence.*
Systemy hybrydowe - łączenie algorytmów ewolucyjnych i sieci neuronowych
2003 · *Warsztaty algorytmów genetycznych. Materiały konferencyjne, Wdzydze, 4-5 wrzesień 2003*
Checkers: TD(lambda) learning applied for deterministic game
2003 · *9th International Conference on Soft Computing. Mendel 2003, Brno, Czech Republic, June 4-6, 2003*
Usefuleness of evolutionary methods in the rule extracion
2003 · *9th International Conference on Soft Computing. Mendel 2003, Brno, Czech Republic, June 4-6, 2003*
Obliczenia ewolucyjne w medycynie
2003 · *Kompendium informatyki medycznej. Red. Radosław Zajdel [i in.*
Nauczanie dzieci dyslektycznych poprzez zabawę z komputerem
2002 · *e-Uniwersytet - metody i narzędzia. I Krajowa konferencja naukowa, Rzeszów, 15-17 września 2002*
Obliczenia ewolucyjne
2002 · *Algorytmy ewolucyjne - przykłady zastosowań. Red. nauk. Halina Kwaśnicka.*
Metody data mining w analizie giełdy - ewolucja strategii
2002 · *Pozyskiwanie wiedzy z baz danych, [Karpacz, 17-19 maja 2002]*
Neuro-fuzzy driver - learning from real driving observations
2002 · *Artificial intelligence in control and management. AICM 02, Łódź, September 25-26, 2002.*
License plate localization and recognition in camera pictures
2002 · *Methods of artificial intelligence, Gliwice, 13-15 November 2002*
Decision tree builder and visualizer
2002 · *Intelligent information systems 2002. Proceedings of the IIS '2002 Symposium, Sopot, June 3-6, 2002*
Data mining - generation and visualisation of decision trees
2002 · *Systems Science*
Hybrydowy system do analizy akcji i oceny ich atrakcyjności inwestycyjnej
2001 · *Pozyskiwanie wiedzy z baz danych. Materiały na konferencję, Karpacz, 18-20 maja 2001*
Neural networks design using GA with pleiotropy effect
2001 · *10th International Conference on System Modelling Control. SMC. [Proceedings], [Zakopane, May 21-25, 2001]. Vol. 1*
Zastosowanie algorytmów genetycznych w pozyskiwaniu wiedzy z baz danych
2001 · *Pozyskiwanie wiedzy z baz danych. Materiały na konferencję, Karpacz, 18-20 maja 2001*
Nowe podejście do wykorzystania programowania genetycznego w ekstrakcji wiedzy z sieci neuronowych
2001 · *Pozyskiwanie wiedzy z baz danych. Materiały na konferencję, Karpacz, 18-20 maja 2001*
Intelligent techniques in stock analysis
2001 · *Intelligent information systems 2001. Proceedings of the International Symposium \"\"Intelligent Information Systems X\"\", Zakopane, June 18-22, 2001*
Procesy obliczeniowe a inteligencja
2001 · *XII Ogólnopolskie konwersatorium nt. Sztuczna inteligencja - nowe wyzwania. SzI - 16 '2001 (badania - zastosowanie - rozwój), Siedlce-Warszawa, 28 listopada 2001.*
Inteligentny system zarządzający parametrami współpracującymi algorytmów ewolucyjnych
2000 · *Inżynieria wiedzy i systemy ekspertowe, [Wrocław, 13-15 czerwca 2000]. T. 1*
Sztuczna inteligencja - meandry przeszłości i kierunki dalszego rozwoju
2000 · *IV Krajowa konferencja naukowa nt. Sztuczna inteligencja. SzI - 15 '2000 (badania - zastosowania - rozwój), Siedlce-Warszawa, 27-28 września 2000.*
Uczenie strategii gry menedżerskiej przez algorytm genetyczny
2000 · *Algorytmy ewolucyjne i optymalizacja globalna. Materiały IV krajowej konferencji, Lądek Zdrój, 5-8 czerwca 2000.*
Możliwości poprawienia efektywności algorytmu genetycznego poprzez dynamiczne rozmyte sterowanie jego parametrami
2000 · *Algorytmy ewolucyjne i optymalizacja globalna. Materiały IV krajowej konferencji, Lądek Zdrój, 5-8 czerwca 2000.*
Inteligentny system edukacyjny dla dzieci z dysleksją
2000 · *Inżynieria wiedzy i systemy ekspertowe, [Wrocław, 13 - 15 czerwca 2000]. T. 2*
K-model - an evolutionary algorithm with new representation schema
2000
System designing the neural network structure in parallel environment
1999 · *5th International Conference on Soft Computing. Evolutionary computation, genetic programming, fuzzy logic, neural networks, fractals. Mendel '99, Brno, Czech Republic, June 9-12, 1999.*
Zastosowanie algorytmu genetycznego do konstrukcji funkcji oceniającej w grze OTHELLO
1999 · *Algorytmy ewolucyjne i optymalizacja globalna. Materiały III krajowej konferencji, Potok Złoty, 25-28 maja 1999.*
K-model: rozmiar populacji a charakter ewolucji
1999 · *Algorytmy ewolucyjne i optymalizacja globalna. Materiały III krajowej konferencji, Potok Złoty, 25-28 maja 1999.*
Parallel genetic algorithm as a method of neural network architecture design
1999 · *Neural networks and their applications. Proceedings of the fourth conference, Zakopane, 18-22 V 1999*
Algorytmy ewolucyjne w grach menedżerskich
1999 · *Pozyskiwanie wiedzy z baz danych. Materiały na konferencję naukową, Szklarska Poręba, 14-16 maja 1999*
Obliczenia ewolucyjne w sztucznej inteligencji
1999 · *Oficyna Wydaw. PWroc.*
Knowledge acquisition for intelligent control of cooperative evolutionary algorithms
1999 · *5th International Conference on Soft Computing. Evolutionary computation, genetic programming, fuzzy logic, neural networks, fractals. Mendel '99, Brno, Czech Republic, June 9-12, 1999.*
Effectiveness of a evolutionary algorithm with a new schema of representation - simulation stydy of the K-model
1999
K-model - an evolutionary algorithm with new schema of representation
1999
Chromosome coding and evolutionary algorithms efficiency
1999 · *Acta Universitatis Lodziensis. Folia Informatica*
Timetabling of the city tram service using a genetic algorithm
1999 · *Intelligent information systems. Proceedings of the workshop, Ustroń, Poland, 14-18 June 1999.*
Hybrid intelligent systems - combination of genetic algorithms and fuzzy logic
1998 · *Colloquia in artificial intelligence. Second Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, September 28-30, 1998.*
Genetic and evolutionary algorithms an owerview
1998
Evolutionary computations and economics
1998 · *Proceedings of the 13th International Conference on Systems Science, Wrocław, Poland, 15-18 September 1998. Vol. 3. Computer Systems - information systems, technical applications, non-technical applications*
Efficiency of genetic algorithms with plejotropy and polygene effect - simulation study
1998 · *Intelligent information systems. Proceedings of the workshop, Malbork, Poland, 15-19 June 1998.*
Algorytmy genetyczne w uczeniu się maszyn
1998 · *Pozyskiwanie wiedzy z baz danych. Materiały na konferencję naukową, Rzeczka, 8-10 maja 1998*
Chromosome coding and evolutionary efficiency
1998
The search engine for information systems based on parallel genetic algorithm
1997 · *Proceedings of the 2nd International Conference on Parallel Processing and Applied Mathematics, Zakopane, Poland, September 2-5, 1997. Pt. 2*
Nadmiarowość genetyczna, poligeniczność i plejotropowość w algorytmach ewolucyjnych
1997 · *Algorytmy ewolucyjne i optymalizacja globalna. [Instytut Podstaw Elektroniki PWarsz., Instytut Automatyki i Informatyki Stosowanej PWarsz.], Rytro, 15-19 września 1997. Materiały II krajowej konferencji.*
Genetic operators in an evolutionary model of industrial dynamics
1997 · *3rd International Mendel Conference on Genetic Algorithms, Optimization Problems, Fuzzy Logic, Neural Networks, Rough Sets. Mendel '97, Brno, Czech Republic, June 25-27, 1997.*
Evolutionary approach to artificial neural network design - good way or blind alley
1997 · *3rd International Mendel Conference on Genetic Algorithms, Optimization Problems, Fuzzy Logic, Neural Networks, Rough Sets. Mendel '97, Brno, Czech Republic, June 25-27, 1997.*
The role of redundant genes in evolutionary algorithms - simulation study
1997 · *15th IMACS World Congress on Scientific Computation, Modelling and Applied Mathematics, Berlin, [24-29] August 1997. Vol. 2. Numerical mathematics*
Krótkoterminowe prognozowanie pogody z wykorzystaniem sieci neuronowych
1997 · *Inżynieria wiedzy i systemy ekspertowe, [Wrocław, 10-12 czerwca 1997]. T. 2*
WOCC - hybrydowy system ekspertowy określający typy charakterologiczne osób
1997 · *Inżynieria wiedzy i systemy ekspertowe, [Wrocław, 10-12 czerwca 1997]. T. 2*
NETGEN - Evolutionary algorithms in designing artificial neural networks
1997 · *Proceedings of the Third Conference Neural Networks and their Applications and Summer School on Neural Networks Applications to Signal Processing, Kule, 14 X-18 X 97*
Pleiotropy and polygene in evolutionary algorithms
1997 · *Intelligent information systems. Proceedings of the workshop, Zakopane, 9-13 June 1997.*
Redundancy of genotypes as the way for some advanced operators in evolutionary algorithms - simulation study
1997 · *Vivek*
Chromosome coding and evolutionary algorithms efficiency
1997
Simulation of technological substitution-diffusion processes: an evolutionary approach
1996 · *Modelling and system simulation. Proceedings of the conference, [Krnov, Czech Republic, April 23-25, 1996]. Vol. 2.*
Dependability issues associated with application of computer-based in EHV substations
1996 · *Proceedings of the International Symposium on Modern Electric Power Systems. MEPS '96, Wrocław, Poland, September 26-27, 1996.*
Włączanie sztucznej inteligencji do komputerowych systemów czasu rzeczywistego
1996 · *Systemy czasu rzeczywistego '96. Materiały konferencyjne III Konferencji Systemów Czasu Rzeczywistego, Szklarska Poręba, 10-13 września 1996.*
Long-term diffusion factors of technological development an evolutionary model and case study
1996 · *Technological Forecasting and Social Change*
Do semi-isolated subpopulations evolve quicker? :Genetic and evolutionary algorithms
1996 · *Mendel '96. 2nd International Mendel Conference on Genetic Algorithms, Brno, Czech Republic, June 26-28, 1996.*
Neural network design with genetic algorithm
1995 · *Computer science. Proceedings of the conference, Ostrava, Czech Republic, 5-7 September 1995*
Trudno jest pisać o sztucznej inteligencji :[Cz. 1.]. System ekspercki, akwizycja i reprezentacja wiedzy, wnioskowanie. [Cz. 2.]. Reprezentacja niepewności i inne uwagi
1995 · *Informatyka*
Application of genetic algorithm to neural networks design
1995 · *Proceedings of the 12th International Conference on Systems Science, Wrocław, Poland 12-15 September 1995. Vol. 1. Systems theory. Control theory*
Programowanie obiektowe w Turbo Pascalu
1995 · *Oficyna Wydaw. PWroc.*
Zastosowanie algorytmów genetycznych w problemach optymalizacyjnych
1995 · *Informatyka*
Próba naśladowania natury - algorytmy genetyczne w informatyce
1994 · *Informatyka*
Market structure and innovation regimes
1994 · *Challenges to Institutional and Evolutionary Economic Theory: Growth, Uncertainty and Development. 1994 Conference. Conference papers: K-Y. European Association for Evolutionary Political Economy, Roskilde University, Copenhagen, Denmark, 27-29 October 1994.*
Algorytmy genetyczne w rozwiązywaniu realnych problemów - Aktualny trend w sztucznej inteligencji
1994 · *Informatyka na wyższych uczelniach dla gospodarki narodowej. Konferencja. Tempus Joint European Project 3470, Gdańsk, 17-19 listopada 1994. T. 2.*
Zastosowanie sieci neuronowych w systemach czasu rzeczywistego
1994 · *Informatyka*
Możliwości zastosowania systemów ekspertowych w ubezpieczeniach
1994 · *Wiadomości Ubezpieczeniowe*
Sztuczna inteligencja w sterowaniu
1994 · *Informatyka*
Market, innovation, competition :An evolutionary model of industrial dynamics
1992 · *Journal of Economic Behavior and Organization*
An evolutionary outlook of novelty formation in science and technology
1991 · *Models of selforganization in complex systems MOSES. Ed. by Werner Ebeling, Manfred Peschel, Wolfgang Weidlich.*
Perspektywiczne kierunki badań w zakresie technologii maszyn :
1990 · *Metody i praktyka badań prognostycznych dotyczących kierunków rozwoju nauki i techniki. Cz. 3.*
Zagrożenia rozwoju gospodarki żywnościowej w Polsce
1989 · *Prace Naukoznawcze Politechniki Wrocławskiej*
Taksonomia wiedzy - próba periodyzacji
1989 · *Zagadnienia Naukoznawstwa*
Procedura generowania perspektywicznych problemow naukowo- technicznych waznych ze wzgledu na zaspokajanie potrzeb spoleczno- gospodarczych kraju
1989 · *Prace Naukowe Ośrodka Badań Prognostycznych Politechniki Wrocławskiej. Studia i Materiały*
Wytyczne przyszłościowych kierunków badań w technologii maszyn :
1988
Stan i perspektywy wyżywienia ludności w Polsce
1988 · *Prace Naukoznawcze Politechniki Wrocławskiej*
Kompleksowa prognoza badan naukowo- technicznych na podstawie analizy potrzeb spoleczenstwa, gospodarki i nauki
1988 · *Prace Naukowe Ośrodka Badań Prognostycznych Politechniki Wrocławskiej. Studia i Materiały*
Struktura informacji dziedzicznej a optymalnosc procesow ewolucyjnych
1987 · *Kosmos*
Diversity and development: tempo and mode of evolutionary processes
1986 · *Technological Forecasting and Social Change*
Zagrozenia i niedobory w podstawowych kompleksach potrzeb ludnosci i gospodarki narodowej jako przeslanka okreslania kierunkow rozwoju nauki i techniki
1985
MISS-E: method of modeling and simulation of dynamic systems
1984 · *Technological Forecasting and Social Change*
Model symulacyjny rolnictwa
1984
\"\"Nauka i technika 2020\"\". Etap \"\"Problemy\"\" :
1984
Technological substitution forecasting with a model based on biological analogy
1983 · *Technological Forecasting and Social Change*
Simulationsuntersuchung eines stochastischen Entwicklungsmodells am Beispiel wissenschaftlicher Kader in Polen
1982 · *Methodologische Probleme der Wissenschaftsforschung. Materialien der III. bilateralen Konferenz DDR-UdSSR zu Problemen der Methodologie der Wissenschaft, Berlin, Dezember 1980. T. 3. Wissenschaftsmetrische Methoden.*
MISSE - Modelowanie interaktywne systemów społeczno-ekonomicznych
1981 · *Prace Naukoznawcze Politechniki Wrocławskiej*
Nauka i technika 2020 etap hipotez
1981
Miss-e metoda modelowania systemow spoleczno-ekonomicznych
1981
Teoretyczne podstawy modelowania procesow rozwoju potencjalu intelektualnego
1980
A nonlinear model of scientific staff education processes
1980 · *Management of research, development and education. IV international conference, Wrocław, September 16-18, 1980.*
Warunki wewnetrzne i zewnetrzne ksztaltowania zatrudnienia w bazie b+r
1980
Mozliwosci prognozowania przy wykorzystaniu metody scenariuszy
1980
Przeglad metod generacji scenariuszy
1979
Simulation of some processes of development
1979 · *Simulation of Systems. IMACS Congress 1979, Sorrento,Italy, September 24-28, 1979. Preprints.*
Wykorzystanie modeli dynamiki populacji w prognozowaniu
1979
Analiza i synteza systemu pomiarowego dla potrzeb technologii elektronowej z wykorzystaniem metod symulacyjnych. Cz. 1. Charakterystyka elementow systemu pomiarowego
1979
Analiza modeli dynamicznych zawieszen pojazdow pod katem symulacji obciazen
1978
Management of research development and education
1978
Use models of population dynamics for technological forecasting
1978
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