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A decision support system for reducing false alarms in ICU
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wiki page sort key: A decision support system for reducing false alarms in ICU

AI Enabled Service Market Logistics
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AI-driven Automotive Service Market Logistics
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Analysing Engine Performance based on Vehicle Data
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wiki page sort key: Analysing Engine Performance based on Vehicle Data

Analysis of Multi-Lingual Vehicle Service Histories
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wiki page sort key: Analysis of Multi-Lingual Vehicle Service Histories

Anomaly detection based on seasonal daily pattern power consumption of buildings in district heating domain
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wiki page sort key: Anomaly detection based on seasonal daily pattern power consumption of buildings in district heating domain

Anomaly ranking of District Heating Substations
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wiki page sort key: Anomaly ranking of District Heating Substations

Automatic Machine Learning (AUTO-AUTO-ENCODER!)
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wiki page sort key: Automatic Machine Learning (AUTO-AUTO-ENCODER!)

Autonomously discovering district heating control strategy used by buildings
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wiki page sort key: Autonomously discovering district heating control strategy used by buildings

Be The Change: Online Video Selection for Climate Change Education
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wiki page sort key: Be The Change: Online Video Selection for Climate Change Education

Be The Change: Video Analysis for Environmental Sustainability
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wiki page sort key: Be The Change: Video Analysis for Environmental Sustainability

Behaviour Recognition for automated cars
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wiki page sort key: Behaviour Recognition for automated cars

Biases in electronic health records
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Building a Knowledge-based AI Framework for Mobility
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wiki page sort key: Building a Knowledge-based AI Framework for Mobility

Consensus clustering for categorizing orthogonal vehicle operations
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wiki page sort key: Consensus clustering for categorizing orthogonal vehicle operations

Constrained dynamic path planning for truck and trailer
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wiki page sort key: Constrained dynamic path planning for truck and trailer

Data Heterogeneity in Federated Learning
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wiki page sort key: Data Heterogeneity in Federated Learning

Data analysis in collaboration with WirelessCar
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wiki page sort key: Data analysis in collaboration with WirelessCar

Deep Decision Forest
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Deep Recurrent Networks for Machine Prognostics
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wiki page sort key: Deep Recurrent Networks for Machine Prognostics

Deep feature analysis and extraction on Logged Vehicle data for the task of predictive maintenance
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wiki page sort key: Deep feature analysis and extraction on Logged Vehicle data for the task of predictive maintenance

Deep learning and Back Order Solutions
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wiki page sort key: Deep learning and Back Order Solutions

Deep stacked ensemble
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wiki page sort key: Deep stacked ensemble

Detecting Faults and Estimating Missing Values in Smart Meter Data
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wiki page sort key: Detecting Faults and Estimating Missing Values in Smart Meter Data

Detecting changes in causal relations
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Detecting different types of machines based on usage
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wiki page sort key: Detecting different types of machines based on usage

Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction
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wiki page sort key: Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction

Development of surveillance methods for sterilizers
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wiki page sort key: Development of surveillance methods for sterilizers

Effecient implementation of DL models on embedded platforms
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wiki page sort key: Effecient implementation of DL models on embedded platforms

Empowering Adult Learners and Educators through AI
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wiki page sort key: Empowering Adult Learners and Educators through AI

Estimating Architectural Properties of Buildings Based on Heating Data
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wiki page sort key: Estimating Architectural Properties of Buildings Based on Heating Data

Evaluation of JAX in AI/ML software engineering
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wiki page sort key: Evaluation of JAX in AI/ML software engineering

Evolutionary Behavior Trees for Multi-Agent Task-Oriented Environment
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wiki page sort key: Evolutionary Behavior Trees for Multi-Agent Task-Oriented Environment

Explainable Decision Forest
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wiki page sort key: Explainable Decision Forest

F1tenth
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Federated learning in automotive industry
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wiki page sort key: Federated learning in automotive industry

Graph Neural Networks for Traffic Flow Forecasting
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wiki page sort key: Graph Neural Networks for Traffic Flow Forecasting

HUMAI - Test and Demonstration of HUMan-centered AI
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wiki page sort key: HUMAI - Test and Demonstration of HUMan-centered AI

Identification and Classification of Automotive Radar Interference using Data-driven Methods
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wiki page sort key: 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
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supervisors: Sławomir Nowaczyk
wiki page sort key: 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
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supervisors: Sławomir Nowaczyk
wiki page sort key: Improving MEDication Adherence through Person Centered Care and Adaptive Interventions

Improving MEDication Adherence through Person Centered Care and Adaptive Interventions iMedA
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supervisors: Sławomir Nowaczyk
wiki page sort key: Improving MEDication Adherence through Person Centered Care and Adaptive Interventions iMedA

Intelligible patient representation for outcome prediction of congestive heart failure patients
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wiki page sort key: Intelligible patient representation for outcome prediction of congestive heart failure patients

Joint Analysis of Multimodal data on climate change for the educational purpose
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wiki page sort key: Joint Analysis of Multimodal data on climate change for the educational purpose

Lightweight foundation model for time series classification
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supervisors: Sławomir Nowaczyk
wiki page sort key: Lightweight foundation model for time series classification

Machine Learning and LeadTime Prediction
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supervisors: Sławomir Nowaczyk
wiki page sort key: Machine Learning and LeadTime Prediction

Meta-learning for evaluation and implementation of predictive maintenance solution
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supervisors: Sławomir Nowaczyk
wiki page sort key: Meta-learning for evaluation and implementation of predictive maintenance solution

Model Heterogeneity in Federated Learning
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wiki page sort key: Model Heterogeneity in Federated Learning

Model Volvo Truck Lifetime Repair History
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wiki page sort key: Model Volvo Truck Lifetime Repair History

Modeling and Exploration of Self Rated Health Data using Machine Learning
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supervisors: Sławomir Nowaczyk
wiki page sort key: Modeling and Exploration of Self Rated Health Data using Machine Learning

On detecting deviations by autonomously discovering district heating control strategy used by buildings
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wiki page sort key: On detecting deviations by autonomously discovering district heating control strategy used by buildings

Open and Realistic smart City Activities Simulator (ORCAS)
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supervisors: Sławomir Nowaczyk
wiki page sort key: Open and Realistic smart City Activities Simulator (ORCAS)

Optimizing Energy Consumption in Maritime Transportation with Machine Learning Methods (in collaboration with Cetasol)
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supervisors: Sławomir Nowaczyk
wiki page sort key: Optimizing Energy Consumption in Maritime Transportation with Machine Learning Methods (in collaboration with Cetasol)

Path Planning
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wiki page sort key: Path Planning

Peer Group Discovery in District Heating Substations and Heat Pumps for Self-Monitoring
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supervisors: Sławomir Nowaczyk
wiki page sort key: Peer Group Discovery in District Heating Substations and Heat Pumps for Self-Monitoring

RaspberryPiVolvoLogger
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wiki page sort key: RaspberryPiVolvoLogger

Recognition of Human Intentions for Automated Cars
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supervisors: Sławomir Nowaczyk
wiki page sort key: Recognition of Human Intentions for Automated Cars

Recurrent and Deep Learning for Machine Prognostics
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supervisors: Sławomir Nowaczyk
wiki page sort key: Recurrent and Deep Learning for Machine Prognostics

Reinforcement Learning applied in mobile health application for hypertion
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supervisors: Sławomir Nowaczyk
wiki page sort key: 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?
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supervisors: Sławomir Nowaczyk
wiki page sort key: Replacements vs repairs. What is really a breakdown from the point of view of the data?

Representation Learning for Deviation Detection
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supervisors: Sławomir Nowaczyk
wiki page sort key: Representation Learning for Deviation Detection

Representation of Complex Data Types for Machine Learning
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supervisors: Sławomir Nowaczyk
wiki page sort key: Representation of Complex Data Types for Machine Learning

Short-Term Energy Demand Forecasting
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supervisors: Sławomir Nowaczyk
wiki page sort key: Short-Term Energy Demand Forecasting

Smart City Monitoring Using Ontology-based Machine Learning
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supervisors: Sławomir Nowaczyk
wiki page sort key: Smart City Monitoring Using Ontology-based Machine Learning

Smart Home Simulation
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supervisors: Sławomir Nowaczyk
wiki page sort key: Smart Home Simulation

Smart meters' data analysis
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supervisors: Sławomir Nowaczyk
wiki page sort key: Smart meters' data analysis

Supervised/Unsupervised Electricity Customer Classification
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wiki page sort key: Supervised/Unsupervised Electricity Customer Classification

Thermal Profiling of Residential Energy Consumption for Heat Pump and District Heating Customers
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supervisors: Sławomir Nowaczyk
wiki page sort key: Thermal Profiling of Residential Energy Consumption for Heat Pump and District Heating Customers

Traffic Estimation From Vehicle Data
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supervisors: Sławomir Nowaczyk
wiki page sort key: Traffic Estimation From Vehicle Data

Transfer Learning for Network Security
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supervisors: Sławomir Nowaczyk
wiki page sort key: Transfer Learning for Network Security

Uncertainty quantification for data driven clinical decision making
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supervisors: Sławomir Nowaczyk
wiki page sort key: Uncertainty quantification for data driven clinical decision making

Understand Patterns in Volvo Truck Lifetime Repair History
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supervisors: Sławomir Nowaczyk
wiki page sort key: Understand Patterns in Volvo Truck Lifetime Repair History

Understanding Applicability of Echo State Networks to Diverse Industrial Data
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supervisors: Sławomir Nowaczyk
wiki page sort key: Understanding Applicability of Echo State Networks to Diverse Industrial Data

Understanding usage of Volvo trucks
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wiki page sort key: Understanding usage of Volvo trucks

Vehicle Operation Classification
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supervisors: Sławomir Nowaczyk
wiki page sort key: Vehicle Operation Classification

Wisdom of the crowd, is there a single crowd?
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supervisors: Sławomir Nowaczyk
wiki page sort key: Wisdom of the crowd, is there a single crowd?

Workshop Automation together with Volvo Group
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wiki page sort key: Workshop Automation together with Volvo Group

Nowaczyk
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redirects to: Sławomir Nowaczyk
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Person
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Supervisors
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REDI
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