Search

Your search keyword '"Kozierkiewicz, A."' showing total 30 results
Start Over Author "Kozierkiewicz, A." Topic machine learning

Refine your results

more »

more »

30 results on '"Kozierkiewicz, A."'

1. Assessing Student Quality of Life: Analysis of Key Influential Factors

Author

Sarsembayeva, Talshyn, Mansurova, Madina, Kozierkiewicz, Adrianna, Kurmanova, Almagul, Shomanov, Adai, Maulenova, Alma, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Núñez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

2. A method for learning scenario determination and modification in intelligent tutoring systems

Author

Adrianna Kozierkiewicz-Hetmańska and Ngoc Nguyen

Subjects
Computer science, Active learning (machine learning), business.industry, Applied Mathematics, Educational technology, Multi-task learning, Machine learning, computer.software_genre, Robot learning, Intelligent tutoring system, Synchronous learning, Learning styles, Human–computer interaction, Computer Science (miscellaneous), Instance-based learning, Artificial intelligence, business, Engineering (miscellaneous), computer
Abstract

A method for learning scenario determination and modification in intelligent tutoring systemsComputers have been employed in education for years. They help to provide educational aids using multimedia forms such as films, pictures, interactive tasks in the learning process, automated testing, etc. In this paper, a concept of an intelligent e-learning system will be proposed. The main purpose of this system is to teach effectively by providing an optimal learning path in each step of the educational process. The determination of a suitable learning path depends on the student's preferences, learning styles, personal features, interests and knowledge state. Therefore, the system has to collect information about the student, which is done during the registration process. A user is classified into a group of students who are similar to him/her. Using information about final successful scenarios of students who belong to the same class as the new student, the system determines an opening learning scenario. The opening learning scenario is the first learning scenario proposed to a student after registering in an intelligent e-learning system. After each lesson, the system tries to evaluate the student's knowledge. If the student has a problem with achieving an assumed score in a test, this means that the opening learning scenario is not adequate for this user. In our concept, for this case an intelligent e-learning system offers a modification of the opening learning scenario using data gathered during the functioning of the system and based on a Bayesian network. In this paper, an algorithm of scenario determination (named ADOLS) and a procedure for modifying the learning scenario AMLS with auxiliary definitions are presented. Preliminary results of an experiment conducted in a prototype of the described system are also described.

Published
2011
Full Text
View/download PDF

3. A conception for use of user profile to prediction learning effects in Intelligent Tutoring Systems

Author

Jarosław Bernacki and Adrianna Kozierkiewicz-Hetmańska

Subjects
User profile, Learning classifier system, Computer science, business.industry, Active learning (machine learning), Collaborative learning, Machine learning, computer.software_genre, Robot learning, Unsupervised learning, Artificial intelligence, Instance-based learning, Adaptive learning, business, computer
Abstract

Intelligent Tutoring Systems (ITS) offer adaptivity to user abilities, personal character trait, learning styles and preferences. The user modelling is one of the major factors that can influence an adaptivity. The content and structure of user profile should allow to recommend learning material suitable for student's needs. In this work a user profile is designed and a method for predicting learner's abilities is proposed. We use a Naive Bayes classifier in order to predict student's learning results. A prediction of user's abilities could be very useful for determining an initial learning scenario or assigning a student to a suitable collaborative learning group.

Published
2015
Full Text
View/download PDF

4. A Method for Determination of an Opening Learning Scenario in Intelligent Tutoring Systems

Author

Dariusz Zyśk and Adrianna Kozierkiewicz-Hetmańska

Subjects
Proactive learning, Active learning (machine learning), Computer science, business.industry, Algorithmic learning theory, Stability (learning theory), Online machine learning, Machine learning, computer.software_genre, Robot learning, Synchronous learning, Instance-based learning, Artificial intelligence, business, computer
Abstract

The intelligent tutoring systems should guarantee an effective learning. Students who use those systems should achieve better learning results in a shorter time. Our previous research pointed out that the personalization of the learning scenario allows to satisfy the mentioned postulates. In this paper the method for determination of an opening learning scenario is presented. Before a student begins to learn an opening scenario is determined based on information provided during a registration process. User is offered the optimal learning path suitable for his learning styles and a current knowledge level. Worked out method applied the ant colony optimization technique. The effectiveness of the proposed solution was tested in a specially implemented environment. The researches demonstrate that the algorithm gives quite good results, because 66% of the learning material in the determined learning scenario were adapted to student's learning styles.

Published
2013
Full Text
View/download PDF

5. A Method for Scenario Modification in Intelligent E-Learning Systems Using Graph-Based Structure of Knowledge

Author

Ngoc Thanh Nguyen and Adrianna Kozierkiewicz-Hetmańska

Subjects
Knowledge representation and reasoning, business.industry, Active learning (machine learning), Computer science, Statistical relational learning, Open Knowledge Base Connectivity, Machine learning, computer.software_genre, Robot learning, Knowledge-based systems, Human–computer interaction, Path (graph theory), Artificial intelligence, Instance-based learning, business, computer
Abstract

Intelligent e-learning systems provide direct and customized instructions to students without human intervention. Therefore, system should be accurately planned to offer a suitable learning path for students’ knowledge state in each step of a learning process. The most important element in an e-learning system is a domain model. A proper knowledge representation allows to teach effectively. In this paper a knowledge structure and a learning scenario are defined. We outline a method for modification of a learning scenario. The proposed algorithm will be tested in future works using a prototype of an e-learning system which is described in this paper.

Published
2010
Full Text
View/download PDF

6. The Statistical Verification of Rough Classification Algorithms

Author

Adrianna Kozierkiewicz and Ngoc Thanh Nguyen

Subjects
business.industry, Computer science, Heuristic (computer science), Machine learning, computer.software_genre, Set (abstract data type), Multiclass classification, Statistical classification, One-class classification, Artificial intelligence, Data mining, business, computer, Statistical hypothesis testing
Abstract

In this paper some heuristic algorithms for rough classification are presented and verified by using statistical tests. The results of these tests allow finding our which algorithm is more effective and should be applied in E-learning systems for redefining the classification criterion for the set of learners.

Published
2007
Full Text
View/download PDF

8. Processing the 3D Heritage Data Samples Based on Combination of GNN and GAN

Author

Nguyen, Lam Duc Vu, Van Nguyen, Sinh, Le, Son Thanh, Tran, Minh Khai, Maleszka, Marcin, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc-Than, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

9. Testing the Robustness of Machine Learning Models Through Mutations

Author

Méndez, Manuel, Benito-Parejo, Miguel, Merayo, Mercedes G., Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc-Than, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

10. Outlier Detection in Human Activity Recognition Systems

Author

Duraj, Agnieszka, Duczymiński, Daniel, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc-Than, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

11. ROCKET with Dynamic Convolution for Time Series Classification

Author

Buza, Krisztian, Antal, Margit, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc-Than, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

12. Prediction of the Delay Time of Public Transportation Using Machine Learning

Author

Piaskowska, Alicja, Hernes, Marcin, Walaszczyk, Ewa, Kozina, Agata, Czerniachowska, Kateryna, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc-Than, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

13. A Collective Intelligence to Predict Stock Market Indices Applying an Optimized Hybrid Ensemble Learning Model

Author

Zouaghia, Zakia, Kodia, Zahra, Ben Said, Lamjed, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Franczyk, Bogdan, editor, Ludwig, André, editor, Núñez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2024
Full Text
View/download PDF

14. Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches

Author

Mim, Sheikh Sharfuddin, Logofatu, Doina, Leon, Florin, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

15. Robust Brain Age Estimation via Regression Models and MRI-Derived Features

Author

Ahmed, Mansoor, Sardar, Usama, Ali, Sarwan, Alam, Shafiq, Patterson, Murray, Khan, Imdad Ullah, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

16. A Fitness Approximation Assisted Hyper-heuristic for the Permutation Flowshop Problem

Author

Cherrered, Asma, Mekki, Imene Racha, Benatchba, Karima, Benbouzid-Si Tayeb, Fatima, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

17. A Hybrid Method of K-Nearest Neighbors with Decision Tree for Water Quality Classification in Aquaculture

Author

Hamzaoui, Mahdi, Aoueileyine, Mohamed Ould-Elhassen, Bouallegue, Ridha, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

18. A Design Science Research Approach Towards Knowledge Discovery and Predictive Maintenance of MEMS Inertial Sensors Using Machine Learning

Author

Podder, Itilekha, Bub, Udo, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

19. Initial Approach to Pharmaceutical Opinion Search in Polish Language

Author

Dziczkowski, Grzegorz, Madyda, Grzegorz, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

20. Assessing the Effects of Expanded Input Elicitation and Machine Learning-Based Priming on Crowd Stock Prediction

Author

Bhogaraju, Harika, Jain, Arushi, Jaiswal, Jyotika, Escobedo, Adolfo R., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Nunez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

21. Development of a Dictionary for Preschool Children with Weak Speech Skills Based on the Word2Vec Method

Author

Rakhimova, Diana, Matanov, Nurakhmet, Rzagaziyeva, Akgul, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Núñez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

22. Credit Risk Scoring Using a Data Fusion Approach

Author

El-Qadi, Ayoub, Trocan, Maria, Conde-Cespedes, Patricia, Frossard, Thomas, Díaz-Rodríguez, Natalia, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Botzheim, János, editor, Gulyás, László, editor, Núñez, Manuel, editor, Treur, Jan, editor, Vossen, Gottfried, editor, and Kozierkiewicz, Adrianna, editor

Published
2023
Full Text
View/download PDF

23. An XGBoost-Based Approach for an Efficient RPL Routing Attack Detection

Author

Yaakoubi, Faicel, Yahyaoui, Aymen, Boulila, Wadii, Attia, Rabah, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Manolopoulos, Yannis, editor, Chbeir, Richard, editor, Kozierkiewicz, Adrianna, editor, and Trawiński, Bogdan, editor

Published
2022
Full Text
View/download PDF

24. TunTap: A Tunisian Dataset for Topic and Polarity Extraction in Social Media

Author

Djebbi, Mohamed Amine, Ouersighni, Riadh, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Manolopoulos, Yannis, editor, Chbeir, Richard, editor, Kozierkiewicz, Adrianna, editor, and Trawiński, Bogdan, editor

Published
2022
Full Text
View/download PDF

25. Multiple-criteria-Based Object Pose Tracking in RGB Videos

Author

Majcher, Mateusz, Kwolek, Bogdan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Manolopoulos, Yannis, editor, Chbeir, Richard, editor, Kozierkiewicz, Adrianna, editor, and Trawiński, Bogdan, editor

Published
2022
Full Text
View/download PDF

26. C-DESERT Score for Arabic Text Summary Evaluation

Author

Ellouze, Samira, Jaoua, Maher, Atoui, Arem, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Manolopoulos, Yannis, editor, Chbeir, Richard, editor, Kozierkiewicz, Adrianna, editor, and Trawiński, Bogdan, editor

Published
2022
Full Text
View/download PDF

27. Cycle Route Signs Detection Using Deep Learning

Author

Kopecky, Lukas, Dobrovolny, Michal, Fuchs, Antonin, Selamat, Ali, Krejcar, Ondrej, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Manolopoulos, Yannis, editor, Chbeir, Richard, editor, Kozierkiewicz, Adrianna, editor, and Trawiński, Bogdan, editor

Published
2022
Full Text
View/download PDF

28. Integrating Machine Learning into Learner Profiling for Adaptive and Gamified Learning System

Author

Bennani, Souha, Maalel, Ahmed, Ben Ghezala, Henda, Daouahi, Achref, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nguyen, Ngoc Thanh, editor, Manolopoulos, Yannis, editor, Chbeir, Richard, editor, Kozierkiewicz, Adrianna, editor, and Trawiński, Bogdan, editor

Published
2022
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results