]> 2026-04-04T12:44:35+02:00 Sławomir Nowaczyk 0 en Nowaczyk Sławomir slawomir.jpg E519 PhD Professor Computer Science 2025-02-14T10:33:49Z 2460720.9401505 Sławomir Nowaczyk 0 1 template list 2 [[Person::Sławomir Nowaczyk]] Sławomir Nowaczyk# QUERY0f0ebb6345e5c00b6004c40dbbaed159 0 1 list 3 [[Person::Sławomir Nowaczyk]] [[Role::+]] Sławomir Nowaczyk# QUERY073e3c567582456d5da593f5f9e0b2c7 0 1 list 3 [[Person::Sławomir Nowaczyk]] [[Ptitle::+]] Sławomir Nowaczyk# QUERY58608988a2aed06c3a563bbce68df72a 0 1 list 3 [[Person::Sławomir Nowaczyk]] [[Affiliation::+]] Sławomir Nowaczyk# QUERY7059d5e69f55d007fc901f5606159035 0 0 array 1 [[:Sławomir Nowaczyk]] Sławomir Nowaczyk# QUERY4a1547383f1ba185d0d2d8359117ab88 0 0 list 1 [[:Sławomir Nowaczyk]] Sławomir Nowaczyk# QUERYa7dd28beb7337853c80b76b9f86d7e51 0 [2,"smw-category-invalid-redirect-target","Staff"] Sławomir Nowaczyk# ERR0d0016d59ba7687793db580e21223b9c A decision support system for reducing false alarms in ICU 0 en A decision support system for reducing false alarms in ICU AI Enabled Service Market Logistics 0 en AI Enabled Service Market Logistics AI-driven Automotive Service Market Logistics 0 en AI-driven Automotive Service Market Logistics Analysing Engine Performance based on Vehicle Data 0 en Analysing Engine Performance based on Vehicle Data Analysis of Multi-Lingual Vehicle Service Histories 0 en Analysis of Multi-Lingual Vehicle Service Histories Anomaly detection based on seasonal daily pattern power consumption of buildings in district heating domain 0 en Anomaly detection based on seasonal daily pattern power consumption of buildings in district heating domain Anomaly ranking of District Heating Substations 0 en Anomaly ranking of District Heating Substations Automatic Machine Learning (AUTO-AUTO-ENCODER!) 0 en Automatic Machine Learning (AUTO-AUTO-ENCODER!) Autonomously discovering district heating control strategy used by buildings 0 en Autonomously discovering district heating control strategy used by buildings Be The Change: Online Video Selection for Climate Change Education 0 en Be The Change: Online Video Selection for Climate Change Education Be The Change: Video Analysis for Environmental Sustainability 0 en Be The Change: Video Analysis for Environmental Sustainability Behaviour Recognition for automated cars 0 en Behaviour Recognition for automated cars Biases in electronic health records 0 en Biases in electronic health records Building a Knowledge-based AI Framework for Mobility 0 en Building a Knowledge-based AI Framework for Mobility Consensus clustering for categorizing orthogonal vehicle operations 0 en Consensus clustering for categorizing orthogonal vehicle operations Constrained dynamic path planning for truck and trailer 0 en Constrained dynamic path planning for truck and trailer Data Heterogeneity in Federated Learning 0 en Data Heterogeneity in Federated Learning Data analysis in collaboration with WirelessCar 0 en Data analysis in collaboration with WirelessCar Deep Decision Forest 0 en Deep Decision Forest Deep Recurrent Networks for Machine Prognostics 0 en Deep Recurrent Networks for Machine Prognostics Deep feature analysis and extraction on Logged Vehicle data for the task of predictive maintenance 0 en Deep feature analysis and extraction on Logged Vehicle data for the task of predictive maintenance Deep learning and Back Order Solutions 0 en Deep learning and Back Order Solutions Deep stacked ensemble 0 en Deep stacked ensemble Detecting Faults and Estimating Missing Values in Smart Meter Data 0 en Detecting Faults and Estimating Missing Values in Smart Meter Data Detecting changes in causal relations 0 en Detecting changes in causal relations Detecting different types of machines based on usage 0 en Detecting different types of machines based on usage Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction 0 en Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction Development of surveillance methods for sterilizers 0 en Development of surveillance methods for sterilizers Effecient implementation of DL models on embedded platforms 0 en Effecient implementation of DL models on embedded platforms Empowering Adult Learners and Educators through AI 0 en Empowering Adult Learners and Educators through AI Estimating Architectural Properties of Buildings Based on Heating Data 0 en Estimating Architectural Properties of Buildings Based on Heating Data Evaluation of JAX in AI/ML software engineering 0 en Evaluation of JAX in AI/ML software engineering Evolutionary Behavior Trees for Multi-Agent Task-Oriented Environment 0 en Evolutionary Behavior Trees for Multi-Agent Task-Oriented Environment Explainable Decision Forest 0 en Explainable Decision Forest F1tenth 0 en F1tenth Federated learning in automotive industry 0 en Federated learning in automotive industry Graph Neural Networks for Traffic Flow Forecasting 0 en Graph Neural Networks for Traffic Flow Forecasting HUMAI - Test and Demonstration of HUMan-centered AI 0 en HUMAI - Test and Demonstration of HUMan-centered AI Identification and Classification of Automotive Radar Interference using Data-driven Methods 0 en Identification and Classification of Automotive Radar Interference using Data-driven Methods Identify boundary or, corner test cases for AD/ADAS functions using ML in MIL and HIL environment 0 en Identify boundary or, corner test cases for AD/ADAS functions using ML in MIL and HIL environment Improving MEDication Adherence through Person Centered Care and Adaptive Interventions 0 en Improving MEDication Adherence through Person Centered Care and Adaptive Interventions Improving MEDication Adherence through Person Centered Care and Adaptive Interventions iMedA 0 en Improving MEDication Adherence through Person Centered Care and Adaptive Interventions iMedA Intelligible patient representation for outcome prediction of congestive heart failure patients 0 en Intelligible patient representation for outcome prediction of congestive heart failure patients Joint Analysis of Multimodal data on climate change for the educational purpose 0 en Joint Analysis of Multimodal data on climate change for the educational purpose Lightweight foundation model for time series classification 0 en Lightweight foundation model for time series classification Machine Learning and LeadTime Prediction 0 en Machine Learning and LeadTime Prediction Meta-learning for evaluation and implementation of predictive maintenance solution 0 en Meta-learning for evaluation and implementation of predictive maintenance solution Model Heterogeneity in Federated Learning 0 en Model Heterogeneity in Federated Learning Model Volvo Truck Lifetime Repair History 0 en Model Volvo Truck Lifetime Repair History Modeling and Exploration of Self Rated Health Data using Machine Learning 0 en Modeling and Exploration of Self Rated Health Data using Machine Learning On detecting deviations by autonomously discovering district heating control strategy used by buildings 0 en On detecting deviations by autonomously discovering district heating control strategy used by buildings Open and Realistic smart City Activities Simulator (ORCAS) 0 en Open and Realistic smart City Activities Simulator (ORCAS) Optimizing Energy Consumption in Maritime Transportation with Machine Learning Methods (in collaboration with Cetasol) 0 en Optimizing Energy Consumption in Maritime Transportation with Machine Learning Methods (in collaboration with Cetasol) Path Planning 0 en Path Planning Peer Group Discovery in District Heating Substations and Heat Pumps for Self-Monitoring 0 en Peer Group Discovery in District Heating Substations and Heat Pumps for Self-Monitoring RaspberryPiVolvoLogger 0 en RaspberryPiVolvoLogger Recognition of Human Intentions for Automated Cars 0 en Recognition of Human Intentions for Automated Cars Recurrent and Deep Learning for Machine Prognostics 0 en Recurrent and Deep Learning for Machine Prognostics Reinforcement Learning applied in mobile health application for hypertion 0 en Reinforcement Learning applied in mobile health application for hypertion Replacements vs repairs. What is really a breakdown from the point of view of the data? 0 en Replacements vs repairs. What is really a breakdown from the point of view of the data? Representation Learning for Deviation Detection 0 en Representation Learning for Deviation Detection Representation of Complex Data Types for Machine Learning 0 en Representation of Complex Data Types for Machine Learning Short-Term Energy Demand Forecasting 0 en Short-Term Energy Demand Forecasting Smart City Monitoring Using Ontology-based Machine Learning 0 en Smart City Monitoring Using Ontology-based Machine Learning Smart Home Simulation 0 en Smart Home Simulation Smart meters' data analysis 0 en Smart meters' data analysis Supervised/Unsupervised Electricity Customer Classification 0 en Supervised/Unsupervised Electricity Customer Classification Thermal Profiling of Residential Energy Consumption for Heat Pump and District Heating Customers 0 en Thermal Profiling of Residential Energy Consumption for Heat Pump and District Heating Customers Traffic Estimation From Vehicle Data 0 en Traffic Estimation From Vehicle Data Transfer Learning for Network Security 0 en Transfer Learning for Network Security Uncertainty quantification for data driven clinical decision making 0 en Uncertainty quantification for data driven clinical decision making Understand Patterns in Volvo Truck Lifetime Repair History 0 en Understand Patterns in Volvo Truck Lifetime Repair History Understanding Applicability of Echo State Networks to Diverse Industrial Data 0 en Understanding Applicability of Echo State Networks to Diverse Industrial Data Understanding usage of Volvo trucks 0 en Understanding usage of Volvo trucks Vehicle Operation Classification 0 en Vehicle Operation Classification Wisdom of the crowd, is there a single crowd? 0 en Wisdom of the crowd, is there a single crowd? Workshop Automation together with Volvo Group 0 en Workshop Automation together with Volvo Group Nowaczyk 0 en Nowaczyk Person 102 en Person Supervisors 102 en Supervisors REDI 102 en REDI