Adam Slowik

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 57

Top Topics

Neural Architecture

Optimization Algorithm

Feature Selection

Top Venues

Neural Comput. Appl.

IEEE Trans. Ind. Informatics

Publications

Jianhui Lv, Bo Yi, Adam Slowik, Peichen Li, Jiahao Chen
VNF Constituted Consumer Application Preference for High-Quality Service Provision in IoT. IEEE Trans. Consumer Electron. 70 (1) (2024)
Chenyi Zhang, Yu Xue, Ferrante Neri, Xu Cai, Adam Slowik
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. Int. J. Neural Syst. 34 (3) (2024)
Walaa Hassan Elashmawi, Adam Slowik, Ahmed Fouad Ali
An effective fitness dependent optimizer algorithm for edge server allocation in mobile computing. Soft Comput. 28 (9-10) (2024)
Yao Lv, Peng Liu, Juan Wang, Yao Zhang, Adam Slowik, Jianhui Lv
GA-based feature selection method for oversized data analysis in digital economy. Expert Syst. J. Knowl. Eng. 41 (1) (2024)
Hadi Zavieh, Amir Javadpour, Forough Ja'fari, Arun Kumar Sangaiah, Adam Slowik
Enhanced Efficiency in Fog Computing: A Fuzzy Data-Driven Machine Selection Strategy. Int. J. Fuzzy Syst. 26 (1) (2024)
Wen Xing, Adam Slowik, J. Dinesh Peter
Edge-cloud computing oriented large-scale online music education mechanism driven by neural networks. J. Cloud Comput. 13 (1) (2024)
Zhenman Zhang, Yu Xue, Adam Slowik, Ziming Yuan
Sle-CNN: a novel convolutional neural network for sleep stage classification. Neural Comput. Appl. 35 (23) (2023)
Qiuying Lv, Nannan Yang, Adam Slowik, Jianhui Lv, Amin Yousefpour
Market behavior-oriented deep learning-based secure data analysis in smart cities. Comput. Electr. Eng. 108 (2023)
Adam Slowik, Krzysztof Cpalka, Aboul Ella Hassanien
Evolutionary Algorithms and Their Applications in Intelligent Systems. AISI (2023)
Amir Javadpour, Samira Rezaei, Arun Kumar Sangaiah, Adam Slowik, Shadi Mahmoodi Khaniabadi
Enhancement in Quality of Routing Service Using Metaheuristic PSO Algorithm in VANET Networks. Soft Comput. 27 (5) (2023)
Yu Xue, Chen Chen, Adam Slowik
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack. IEEE Trans. Evol. Comput. 27 (4) (2023)
Poria Pirozmand, Mehdi Sadeghilalimi, Ali Asghar Rahmani Hosseinabadi, Fatemeh Sadeghilalimi, Seyedsaeid Mirkamali, Adam Slowik
A feature selection approach for spam detection in social networks using gravitational force-based heuristic algorithm. J. Ambient Intell. Humaniz. Comput. 14 (3) (2023)
Tacjana Niksa-Rynkiewicz, Piotr Stomma, Anna Witkowska, Danuta Rutkowska, Adam Slowik, Krzysztof Cpalka, Joanna Jaworek-Korjakowska, Piotr Kolendo
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks. J. Artif. Intell. Soft Comput. Res. 13 (3) (2023)
Xiao Chen, Zhi Li, J. Dinesh Peter, Adam Slowik
Circular economy oriented future building information processing: PSO for CNN approach. Appl. Soft Comput. 149 (Part B) (2023)
Wanjin Dong, Soonbae Kim, Adam Slowik, Jianhui Lv
Bridging Human-Computer Interaction and Ecofeminism: Insights from Deleuze and AI. J. Multim. Inf. Syst. 10 (4) (2023)
Krzysztof Cpalka, Adam Slowik, Krystian Lapa
A population-based algorithm with the selection of evaluation precision and size of the population. Appl. Soft Comput. 115 (2022)
Tomasz Kogut, Arkadiusz Tomczak, Adam Slowik, Tomasz Oberski
Seabed Modelling by Means of Airborne Laser Bathymetry Data and Imbalanced Learning for Offshore Mapping. Sensors 22 (9) (2022)
Adam Slowik, Krzysztof Cpalka
Hybrid Approaches to Nature-Inspired Population-Based Intelligent Optimization for Industrial Applications. IEEE Trans. Ind. Informatics 18 (1) (2022)
Poria Pirozmand, Ali Asghar Rahmani Hosseinabadi, Maedeh Farrokhzad, Mehdi Sadeghilalimi, Seyed Saeid Mirkamali, Adam Slowik
Correction to: Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing. Neural Comput. Appl. 34 (3) (2022)
Adam Slowik, Krzysztof Cpalka
Guest Editorial: Hybrid Approaches to Nature-Inspired Population-Based Intelligent Optimization for Industrial Applications. IEEE Trans. Ind. Informatics 18 (1) (2022)
Maryam Ahmady, Seyed Saeid Mirkamali, Bahareh Pahlevanzadeh, Elnaz Pashaei, Ali Asghar Rahmani Hosseinabadi, Adam Slowik
Facial expression recognition using fuzzified Pseudo Zernike Moments and structural features. Fuzzy Sets Syst. 443 (Part) (2022)
Poria Pirozmand, Ali Asghar Rahmani Hosseinabadi, Maedeh Farrokhzad, Mehdi Sadeghilalimi, Seyed Saeid Mirkamali, Adam Slowik
Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing. Neural Comput. Appl. 33 (19) (2021)
Yu Xue, Ziming Yuan, Adam Slowik
A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick. CoRR (2021)
Ashutosh Sharma, Pradeep Kumar Singh, Wei-Chiang Hong, Gaurav Dhiman, Adam Slowik
Introduction to the Special Issue on Artificial Intelligence for Smart Cities and Industries. Scalable Comput. Pract. Exp. 22 (2) (2021)
Fereshteh Jeyafzam, Babak Vaziri, Mohsen Yaghoubi Suraki, Ali Asghar Rahmani Hosseinabadi, Adam Slowik
Improvement of grey wolf optimizer with adaptive middle filter to adjust support vector machine parameters to predict diabetes complications. Neural Comput. Appl. 33 (22) (2021)
Gaurav Dhiman, Krishna Kant Singh, Mukesh Soni, Atulya Nagar, Mohammad Dehghani, Adam Slowik, Amandeep Kaur, Ashutosh Sharma, Essam H. Houssein, Korhan Cengiz
MOSOA: A new multi-objective seagull optimization algorithm. Expert Syst. Appl. 167 (2021)
Gaurav Dhiman, Krishna Kant Singh, Adam Slowik, Victor Chang, Ali Riza Yildiz, Amandeep Kaur, Meenakshi Garg
EMoSOA: a new evolutionary multi-objective seagull optimization algorithm for global optimization. Int. J. Mach. Learn. Cybern. 12 (2) (2021)
Krystian Lapa, Krzysztof Cpalka, Adam Slowik
Population Management Approaches in the OPn Algorithm. ICAISC (1) (2021)
Yu Xue, Yankang Wang, Jiayu Liang, Adam Slowik
A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks. IEEE Comput. Intell. Mag. 16 (3) (2021)
Morteza Babazadeh Shareh, Shirin Hatami Bargh, Ali Asghar Rahmani Hosseinabadi, Adam Slowik
An improved bat optimization algorithm to solve the tasks scheduling problem in open shop. Neural Comput. Appl. 33 (5) (2021)
Yu Xue, Haokai Zhu, Jiayu Liang, Adam Slowik
Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification. Knowl. Based Syst. 227 (2021)
Rizk Masoud Rizk-Allah, Adam Slowik, Ashraf Darwish, Aboul Ella Hassanien
Orthogonal Latin squares-based firefly optimization algorithm for industrial quadratic assignment tasks. Neural Comput. Appl. 33 (23) (2021)
Gaurav Dhiman, Mukesh Soni, Hari Mohan Pandey, Adam Slowik, Harsimran Kaur
A novel hybrid hypervolume indicator and reference vector adaptation strategies based evolutionary algorithm for many-objective optimization. Eng. Comput. 37 (4) (2021)
Yu Xue, Jiafeng Qin, Shoubao Su, Adam Slowik
Brain Storm Optimization Based Clustering for Learning Behavior Analysis. Comput. Syst. Sci. Eng. 39 (2) (2021)
Dorin Moldovan, Adam Slowik
Energy consumption prediction of appliances using machine learning and multi-objective binary grey wolf optimization for feature selection. Appl. Soft Comput. 111 (2021)
Yu Xue, Yan Zhao, Adam Slowik
Classification Based on Brain Storm Optimization With Feature Selection. IEEE Access 9 (2021)
Walaa Hassan Elashmawi, Ahmed Fouad Ali, Adam Slowik
Hybrid crow search and uniform crossover algorithm-based clustering for top-N recommendation system. Neural Comput. Appl. 33 (12) (2021)
Rajesh Venkatachalapathy, Martin Zwick, Adam Slowik, Kai Brooks, Mikhail Mayers, Roman Minko, Tyler Hull, Bliss Brass, Marek Perkowski
Universal Biological Motions for Educational Robot Theatre and Games. IDT (2021)
Tomasz Kogut, Adam Slowik
Classification of Airborne Laser Bathymetry Data Using Artificial Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Pushpendra Singh, Nand Kishor Meena, Adam Slowik, Shree Krishna Bishnoi
Modified African Buffalo Optimization for Strategic Integration of Battery Energy Storage in Distribution Networks. IEEE Access 8 (2020)
Rizk Masoud Rizk-Allah, Adam Slowik, Aboul Ella Hassanien
Hybridization of Grey Wolf Optimizer and Crow Search Algorithm Based on Dynamic Fuzzy Learning Strategy for Large-Scale Optimization. IEEE Access 8 (2020)
Rizk Masoud Rizk-Allah, Aboul Ella Hassanien, Adam Slowik
Multi-objective orthogonal opposition-based crow search algorithm for large-scale multi-objective optimization. Neural Comput. Appl. 32 (17) (2020)
Adam Slowik, Krzysztof Cpalka, Krystian Lapa
Multipopulation Nature-Inspired Algorithm (MNIA) for the Designing of Interpretable Fuzzy Systems. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Adam Slowik
Fuzzy Control of Exploration and Exploitation Trade-Off with On-Line Convergence Rate Estimation in Evolutionary Algorithms. ICAISC (1) (2020)
Adam Slowik, Krzysztof Cpalka, Yaochu Jin
Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy Systems. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Walaa Hassan Elashmawi, Ahmed Fouad Ali, Adam Slowik
An improved Jaya algorithm with a modified swap operator for solving team formation problem. Soft Comput. 24 (21) (2020)
Nour Eldeen Mahmoud Khalifa, Mohamed Hamed N. Taha, Dalia Ezzat, Adam Slowik, Aboul Ella Hassanien
Artificial Intelligence Technique for Gene Expression by Tumor RNA-Seq Data: A Novel Optimized Deep Learning Approach. IEEE Access 8 (2020)
Adam Slowik, Halina Kwasnicka
Evolutionary algorithms and their applications to engineering problems. Neural Comput. Appl. 32 (16) (2020)
Moustafa Zein, Aboul Ella Hassanien, Ammar Adl, Adam Slowik
Monkey Optimization System with Active Membranes: A New Meta-heuristic Optimization System. CoRR (2019)
Ali Asghar Rahmani Hosseinabadi, Adam Slowik, Mehdi Sadeghilalimi, Mohammad Farokhzad, Morteza Babazadeh Shareh, Arun Kumar Sangaiah
An Ameliorative Hybrid Algorithm for Solving the Capacitated Vehicle Routing Problem. IEEE Access 7 (2019)
Daniel Czyczyn-Egird, Adam Slowik
Defect Prediction in Software Using Predictive Models Based on Historical Data. DCAI (Special Sessions) (2018)
Adam Slowik, Halina Kwasnicka
Nature Inspired Methods and Their Industry Applications - Swarm Intelligence Algorithms. IEEE Trans. Ind. Informatics 14 (3) (2018)
Adam Slowik, Halina Kwasnicka
Introduction to the Special Section on Nature Inspired Methods in Industry Applications. IEEE Trans. Ind. Informatics 14 (3) (2018)
Adam Slowik
Efficient Creation of Population of Stable Biquad Sections with Predefined Stability Margin for Evolutionary Digital Filter Design Methods. ICAISC (1) (2017)
Bartosz Poletajew, Adam Slowik
Using a Hierarchical Fuzzy System for Traffic Lights Control Process. ICAISC (1) (2017)
Adam Slowik
On Fast Randomly Generation of Population of Minimal Phase and Stable Biquad Sections for Evolutionary Digital Filters Design Methods. ACIIDS (1) (2016)
Bartosz Poletajew, Adam Slowik
An Application of Fuzzy Logic to Traffic Lights Control and Simulation in Real Time. ICAISC (1) (2016)
Adam Slowik
Comparative Study on Bio-inspired Global Optimization Algorithms in Minimal Phase Digital Filters Design. ACIIDS (2) (2014)
Adam Slowik
Application of Geometric Differential Evolution Algorithm to Design Minimal Phase Digital Filters with Atypical Characteristics for Their Hardware or Software Implementation. ICAISC (2) (2013)
Milos Manic, Honghai Liu, Adam Slowik, Bogdan M. Wilamowski
Introduction to the Special Section on Intelligent Systems. IEEE Trans. Ind. Electron. 59 (8) (2012)
Adam Slowik
Type-2 Fuzzy Logic Control of Trade-off between Exploration and Exploitation Properties of Genetic Algorithms. ICAISC (SIDE-EC) (2012)
Adam Slowik
Evolutionary Multi-objective Optimization of Personal Computer Hardware Configurations. ICAISC (SIDE-EC) (2012)
Adam Slowik
Application of an Adaptive Differential Evolution Algorithm With Multiple Trial Vectors to Artificial Neural Network Training. IEEE Trans. Ind. Electron. 58 (8) (2011)
Adam Slowik
Fuzzy Control of Trade-Off between Exploration and Exploitation Properties of Evolutionary Algorithms. HAIS (1) (2011)
Adam Slowik
Hybridization of Evolutionary Algorithm with Yule Walker Method to Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics. HAIS (1) (2011)
Adam Slowik
Steering of Balance between Exploration and Exploitation Properties of Evolutionary Algorithms - Mix Selection. ICAISC (2) (2010)
Adam Slowik, Jacek M. Zurada
Evolutionary Optimization of Number of Gates in PLA Circuits Implemented in VLSI Circuits. EvoWorkshops (2009)
Adam Slowik, Michal Bialko
Design and Optimization of IIR Digital Filters with Non-standard Characteristics Using Continuous Ant Colony Optimization Algorithm. SETN (2008)
Adam Slowik, Michal Bialko
Design and Multi-Objective Optimization of Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer Chromosomes. ICAISC (2008)
Adam Slowik, Michal Bialko
Design and Optimization of IIR Digital Filters with Non-Standard Characteristics Using Particle Swarm Optimization Algorithm. ICECS (2007)
Adam Slowik, Michal Bialko
Partitioning of VLSI Circuits on Subcircuits with Minimal Number of Connections Using Evolutionary Algorithm. ICAISC (2006)
Adam Slowik, Michal Bialko
Design and Optimization of Combinational Digital Circuits Using Modified Evolutionary Algorithm. ICAISC (2004)
Adam Slowik, Michal Bialko
Modified Version of Roulette Selection for Evolution Algorithms ? The Fan Selection. ICAISC (2004)