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2023
MsGEN: Measuring Generalization of Nutrient Value Prediction across Different Recipe Datasets
Expert Systems with Applications
2023
Models for forecasting the traffic flow within the city of Ljubljana
European Transport Research Review
2023
FooDis: A food-disease relation mining pipeline
Artificial intelligence in Medicine
2023
From Language Models to Large-scale Food and Biomedical Knowledge Graphs
Scientific Reports
2023
OPTION: OPTImization Algorithm Benchmarking ONtology
IEEE Transactions on Evolutionary Computation
2023
Towards understanding the importance of time-series features in automated algorithm performance prediction
Expert Systems with Applications
2023
Enhancing Food Composition Databases: Predicting Missing Values via Knowledge Graph Embeddings
The 2023 KDD Undergraduate Consortium (KDD-UC), 2023
2023
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization
Proceedings of Machine Learning Research (PMLR)
2023
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction
IEEE Congress on Evolutionary Computation
2023
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems
The Genetic and Evolutionary Computation Conference
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
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances
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
Dietary, comorbidity, and geo-economic data fusion for explainable COVID-19 mortality prediction
Expert Systems with Applications
2022
Missing value imputation in Food Composition Data with Denoising Autoencoders
Journal of Food Composition and Analysis
2022
Electric-bus routes in hilly urban areas: overview and challenges
Renewable and Sustainable Energy Reviews
2022
2022
Less is more: Selecting the right benchmarking set of data for time series classification
Expert Systems with Applications
2022
Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy
Bioinspired Optimization Methods and Their Applications
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
Real‐world Applications of Dynamic Parameter Control in Evolutionary Computation - tutorial
Parallel problem solving from nature
2022
Explainable Model-specific Algorithm Selection for Multi-Label Classification
2022 IEEE Symposium Series on Computational Intelligence
2022
TLA: Topological Landscape Analysis for Single-Objective Continuous Optimization Problem Instances
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
Dynamic Computational Resource Allocation for CFD Simulations Based on Pareto Front Optimization
Genetic and Evolutionary Computation Conference
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
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction
2022 IEEE Congress on Evolutionary Computation
2022
Trajectory-based Algorithm Selection with Warm-starting
2022 IEEE Congress on Evolutionary Computation
2022
A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations
2022 IEEE Congress on Evolutionary Computation
2022
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants
The Genetic and Evolutionary Computation Conference
2022
SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison
The Genetic and Evolutionary Computation Conference
2022
Explainable Landscape Analysis in Automated Algorithm Performance Prediction
EvoApplications 2022
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
Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem
Journal of Global Optimization
2021
2021
A Fine-Tuned Bidirectional Encoder Representations From Transformers for Food Named-Entity Recognition: Algorithm Development and Validation
Journal of Medical Internet Research
2021
2021
Multi-objective approaches to ground station scheduling for optimization of communication with satellites
Optimization and Engineering
2021
Deep Statistical Comparison for Multi-objective Stochastic Optimization Algorithms
Swarm and Evolutionary Computation
2021
Simulation of Variational Gaussian Process NARX models with GPGPU
ISA Transactions
2021
GPU-based Accelerated Computation of Coalescence and Breakup Frequencies for Polydisperse Bubbly Flows
International Conference Nuclear Energy for New Europe
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
Preferred Solutions of the Ground Station Scheduling Problem using NSGA-III with Weighted Reference Points Selection
Proc. IEEE Congress on Evolutionary Computation
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
The Effect of Sampling Methods on the Invariance to Function Transforms when using Exploratory Landscape Analysis
IEEE Congress on Evolutionary Computation
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
A Complementarity Analysis of the COCO Benchmark Problems and Artificially Generated Problems
The Genetic and Evolutionary Computation Conference
2021
The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection
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.
2020
2020
DietHub: Dietary Habits Analysis through Understanding the Content of Recipes
Trends in Food Science & Technology
2020
COVID-19 pandemic changes the food consumption patterns
Trends in Food Science & Technology
2020
Advanced sensor-based maintenance in real-world exemplary cases
Automatika: Journal for Control, Measurement, Electronics, Computing and Communications
2020
Biomarkers of pre-existing risk of torsade de pointes under Sotalol treatment
Journal of Electrocardiology
2020
2020
Evaluating Missing Value Imputation Methods for Food Composition Databases
Food and Chemical Toxicology
2020
Towards Managerial Support for Data Analytics Results
Journal of Industrial Engineering and Management Science
2020
Dynamic features of cardiac vector as alternative markers of drug-induced spatial dispersion
Journal of Pharmacological and Toxicological Methods
2020
FoodEx2vec: New foods’ representation for advanced food data analysis
Food and Chemical Toxicology
2020
2020
2020
2020
2020
Dynamic Parameter Changing During the Run to Speed Up Evolutionary Algorithms: PPSN 2020 tutorial
Parallel problem solving from nature
2020
APRICOT: A humAn-comPuteR InteraCtion tool for linking foOd wasTe streams across different semantic resources
Big Food and Nutrition Data Management and Analysis at IEEE BigData 2020
2020
Comparison of Feature Selection Algorithms for Minimization of Target Specific FFQs
Big Food and Nutrition Data Management and Analysis at IEEE BigData 2020
2020
Toward Robust Food Ontology Mapping
Big Food and Nutrition Data Management and Analysis at IEEE BigData 2020
2020
Exploring Knowledge Domain Bias on a Prediction Task for Food and Nutrition Data
Big Food and Nutrition Data Management and Analysis at IEEE BigData 2020
2020
BuTTER: BidirecTional LSTM for FoodNamed-Entity Recognition
Big Food and Nutrition Data Management and Analysis at IEEE BigData 2020
2020
On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem
9th International Conference on Bioinspired Methods and Their Applications, LNCS 12438
2020
Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix
9th International Conference on Bioinspired Methods and Their Applications, LNCS 12438
2020
Ontology alignment using Named-Entity Recognition methods in the domain of food
Information Society 2020
2020
Dynamic control parameter choices in evolutionary computation: GECCO 2020 tutorial
Genetic and Evolutionary Computation Conference Companion
2020
Solving min-max optimisation problems by means of bilevel evolutionary algorithms: a preliminary study
Genetic and Evolutionary Computation Conference Companion
2020
Colors and colored overlays in dyslexia treatment
12th IPSSC + 14th Young Researchs’ Day CMBE
2020
An Insight into Food Semantics: Review, Analysis, and Lessons Learnt over Food-related Studies
11th International Conference on Biomedical Ontologies
2020
Using Exploratory Landscape Analysis to Visualize Single-objective Problems
The Genetic and Evolutionary Computation Conference
2020
In-depth Insights into Swarm Intelligence Algorithms
Modelling and Development of Intelligent Systems
2020
FoodViz: Visualization of Food Entities Linked Across Different Standards
The 6th International Conference on Machine Learning, Optimization, and Data Science
2020
Linear Matrix Factorization Embeddings for Single-objective Optimization Landscape Space
2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE
2020
Deep Statistics: More Robust Performance Statistics for Single-objective Optimization Benchmarking
Open Optimization Competition at the Genetic and Evolutionary Computation Conference
2020
performViz: A Machine Learning Approach to Visualize and Understand the Performance of Single-objective Optimization Algorithms
Open Optimization Competition at the Genetic and Evolutionary Computation Conference
2020
Performance2vec: A step further in explainable stochastic optimization algorithms performance
The Genetic and Evolutionary Computation Conference
2020
Is the statistical significance between evolutionary algorithms performance also significant in practice?
The Genetic and Evolutionary Computation Conference
2020
Food Data Integration by Using Heuristics based on Lexical and Semantic Similarities
The 13th International Conference on Health Informatics
2020
A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by Using Time-series Feature Extraction
The 13th International Conference on Bio-inspired Systems and Signal Processing
2020
Memetic Algorithm and Evolutionary Operators for Multi-Objective Matrix Tri-Factorization Problem
Heuristics for Optimization and Learning
2020
FoodOntoMapV2: Food Concepts Normalization Across Food Ontologies
Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2019. Communications in Computer and Information Science, vol 1297. Springer, Cham
2020
ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification
Biomedical Engineering Systems and Technologies Part of the Communications in Computer and Information Science book series (CCIS, volume 1211)