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.
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
Towards Managerial Support for Data Analytics Results
Journal of Industrial Engineering and Management Science
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
Dynamic control parameter choices in evolutionary computation: GECCO 2020 tutorial
Genetic and Evolutionary Computation Conference Companion
2020
Colors and colored overlays in dyslexia treatment
12th IPSSC + 14th Young Researchs’ Day CMBE
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
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
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
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)
2019
FoodBase corpus: a new resource of annotated food entities
Database: The Journal of Biological Databases and Curation
2019
2019
Thermal phenomena in LTCC sensor structures
Sensors & Actuators: A. Physical
2019
Optimisation platform for remote collaboration of different teams
5th Optimization in Space Engineering Workshop
2019
Experimental evaluation of deep-learning applied on pendulum balancing
Twenty-eighth International Electrotechnical and Computer Science Conference
2019
Mix and Rank: A Framework for Benchmarking Recommender Systems
The Third IEEE International Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD 2019)
2019
LOCALE: A rule-based location named-entity recognition method for Latin text
HistoInformatics2019 - the 5th International Workshop on Computational History
2019
Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics
2019 KDD Workshop on Applied Data Science for Healthcare Bridging the Gap between Data and Knowledge
2019
Parameter Control in Evolutionary Bilevel Optimisation
11th Jožef Stefan International Postgraduate School Students
2019
The sensor hub for detecting the influence of colors on reading in children with dyslexia
11th Jožef Stefan International Postgraduate School Students
2019
A Knowledge Graph-based Approach for Exploring the U.S. Opioid Epidemic
Seventh International Conference on Learning Representations
2019
FoodOntoMap: Linking Food Concepts across different Food Ontologies
Knowledge Discovery and Ontology Development
2019
GECCO Black-Box Optimization Competitions: Progress from 2009 to 2018
The Genetic and Evolutionary Computation Conference
2019
CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018
2019 IEEE Congress on Evolutionary Computation
2019
FoodIE: a rule-based named-entity recognition for food information extraction
8th International Conference on Pattern Recognition Applications and Methods
2019
Data-driven Autism Biomarkers Selection by using Signal Processing and Machine Learning Techniques
10th International Conference on Bioinformatics Models, Methods and Algorithms
2019
Performance measures fusion for experimental comparison of methods for multi-label classificaiton
AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering
2019
Success Stories on Real Pilots
The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance
2019
From KPI Dashboards to Advanced Visualization
The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance
2019
The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance
The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance
2019
Comparison of multi-objective approaches to the real-world production scheduling
Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences
2018
Towards Approximate Mobile Computing
ACM GetMobile: Mobile Computing and Communications
2018
2018
2018
Evolutionary operators in memetic algorithm for matrix tri-factorization problem
7th International Conference on Metaheuristics and Nature Inspired computing
2018
From a Production Scheduling Simulation to a Digital Twin
International Conference on High-Performance Optimization in Industry
2018
Evolution of Electric Motor Design Approaches: The Domel Case
International Conference on High-Performance Optimization in Industry
2018
Bluetooth based sensor networks for wireless EEG monitoring
Zbornik sedemindvajsete mednarodne Elektrotehniške in računalniške konference
2018
A semi - automatic approach for borrowing missing nutrient values in food composition databases
10th Jožef Stefan International Postgraduate School Students' Conference
2018
The RICHFIELDS Framework for Semantic Interoperability of Food Information across Heterogeneous Information Systems
10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
2018
Quisper Ontology Learning from Personalized Dietary Web Services
10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
2018
Construction of Heuristic for Protein Structure Optimization Using Deep Reinforcement Learning
Bioinspired Optimization Methods and their Applications 2018
2018
Proactive Maintenance of Railway Switches
5th International Conference on Control, Decision and Information Technologies 2018
2018
Sensors: The Enablers for Proactive Maintenance in the Real World
5th International Conference on Control, Decision and Information Technologies 2018
2018
Deep Statistical Comparison of Meta-heuristic Stochastic Optimization Algorithms
the Genetic and Evolutionary Computation Conference Companion
2018
The Impact of Statistics for Benchmarking in Evolutionary Computation Research
the Genetic and Evolutionary Computation Conference Companion
2018
Analysis of Medical and Health-Related Data about Adult Obesity using Supervised and Unsupervised Learning
15th International Conference on Informatics and Information Technologies
2018
Overview of Creativity Assessment Framework for a Computer Program
15th International Conference on Informatics and Information Technologies
2018
Data-driven Preference-based Deep Statistical Ranking for Comparing Multi-Objective Optimization Algorithms
Bioinspired Optimization Methods and Their Applications. BIOMA 2018. Lecture Notes in Computer Science