2023
FooDis: A food-disease relation mining pipeline
Artificial intelligence in Medicine
2023
OPTION: OPTImization Algorithm Benchmarking ONtology
IEEE Transactions on Evolutionary Computation
2023
2023
Towards Deploying Highly Quantized Neural Networks on FPGA Using Chisel
2023 26th Euromicro Conference on Digital System Design (DSD)
2023
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems
The Genetic and Evolutionary Computation Conference
2023
Assessing the Generalizability of a Performance Predictive Model
The Genetic and Evolutionary Computation Conference
2023
A Configurable Mixed-Precision Convolution Processing Unit Generator in Chisel
26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems
2022
2022
Hardware Acceleration of the YOLO Convolutional Neural Network on a Field-Programmable Gate Array
57th International Conference on Microelectronics, Devices and Materials
2022
On Suitability of the Customized Measuring Device for Electric Motor
48th Annual Conference of the IEEE Industrial Electronics Society
2022
Explainable Model-specific Algorithm Selection for Multi-Label Classification
2022 IEEE Symposium Series on Computational Intelligence
2022
Explaining Differential Evolution Performance Through Problem Landscape Characteristics
The 10th International Conference on Bioinspired Optimization Methods and Their Applications
2022
Improving Nevergrad’s Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration
The Seventeenth International Conference on Parallel Problem Solving from Nature
2022
Per-Run Algorithm Selection with Warm-starting Using Trajectory-based Features
The Seventeenth International Conference on Parallel Problem Solving from Nature
2022
Trajectory-based Algorithm Selection with Warm-starting
2022 IEEE Congress on Evolutionary Computation
2022
Multimodal Analysis of User-Recipes Interactions
13th International Conference on Health Informatics
2022
Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms
Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms
2021
Worst-Case Scenario Optimisation: Bilevel Evolutionary Approaches
13th Jožef Stefan International Postgraduate School Students' Conference
2021
Solving pessimistic bilevel optimisation problems with evolutionary algorithms
14th ECCOMAS Thematic Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control
2021
FoodChem: A food-chemical relation extraction model
IEEE Symposium Series on Computational Intelligence
2021
Explainable Landscape-Aware Optimization Performance Prediction
IEEE Symposium Series on Computational Intelligence
2021
Detecting Network Intrusion Using Binarized Neural Networks
IEEE 7th World Forum on Internet of Things
2021
Applications of Dynamic Parameter Control in Evolutionary Computation -tutorial
Proc. Genetic and Evolutionary Computation Conference Companion
2021
Robust Benchmarking for Multi-Objective Optimization
Open Optimization Competition at GECCO 2021
2021
Reducing Bias in Multi-Objective Optimization Benchmarking
Hot off the Press at the Genetic and Evolutionary Computation Conference
2021
SAFFRON: tranSfer leArning For Food-Disease RelatiOn extractioN
Workshop on Biomedical Natural Language Processing at the North American Chapter of the Association for Computational Linguistics
2021
OPTION: OPTmization Algorithm Benchmarking ONtology
The Genetic and Evolutionary Computation Conference
2021
Personalizing Performance Regression Models to Black-Box Optimization Problems
The Genetic and Evolutionary Computation Conference
2021
Towards Feature-Based Performance Regression Using Trajectory Data
International Conference on the Applications of Evolutionary Computation
2021
Finding Potential Inhibitors of COVID-19
12th International Conference on Bioinformatics Models, Methods and Algorithms
2021
On Statistical Analysis of MOEAs with Multiple Performance Indicators
11th International Conference on Evolutionary Multi-Criterion Optimization
2021
Multilevel optimisation
Optimization Under Uncertainty with Applications to Aerospace Engineering
2021
Parameter Control in Evolutionary Optimisation
Optimization Under Uncertainty with Applications to Aerospace Engineering
2021
Food Data Normalization Using Lexical and Semantic Similarities Heuristics
Biomedical Engineering Systems and Technologies. BIOSTEC 2020. Communications in Computer and Information Science, vol 1400. Springer, Cham.