Research Explorer

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Researcher

Toon De Pessemier

Awards & Distinctions

127 Results

2025

I like the way I move : personalizing recommendations to motivate daily physical activity

Ine CoppensLuc MartensToon De Pessemier

2024

Balancing habit repetition and new activity exploration : a longitudinal micro-randomized trial in physical activity recommendations

Ine CoppensToon De PessemierLuc Martens

Connecting physical activity with context and motivation : a user study to define variables to integrate into mobile health recommenders

Ine CoppensToon De PessemierLuc Martens

A1 Journal Article in USER MODELING AND USER-ADAPTED INTERACTION

Explaining decision-making between exploration and repetition : key factors for physical activity recommendations

Ine CoppensToon De PessemierLuc Martens

Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity : a longitudinal randomized controlled trial

Ine CoppensToon De PessemierLuc Martens

A1 Journal Article in USER MODELING AND USER-ADAPTED INTERACTION

Improving selection diversity using hybrid graph-based news recommenders

Stefaan VercoutereGlen JorisToon De PessemierLuc Martens

A1 Journal Article in USER MODELING AND USER-ADAPTED INTERACTION

Repeating my workouts or exploring new activities? A longitudinal micro-randomized user study for physical activity recommender systems

Ine CoppensToon De PessemierLuc Martens

Travel route and formation optimization for flocks of drones in package delivery by using an ACO based V-shape algorithm

Erik De KuyfferWout JosephLuc MartensToon De Pessemier

A2 Journal Article in RESULTS IN ENGINEERING

2023

Analyzing accuracy versus diversity in a health recommender system for physical activities : a longitudinal user study

Ine CoppensLuc MartensToon De Pessemier

Comparing familiar with inspiring recommendations to assist people in moving more

Ine CoppensLuc MartensToon De Pessemier

Evolutionary computation for optimization in industrial use cases

Ke ShenToon De PessemierWout Joseph

Motivating people to move more with personalized activity and tip recommendations : a randomized controlled trial

Ine CoppensLuc MartensToon De Pessemier

Offshore windmill and substation maintenance planning with distance, fuel consumption and tardiness optimisation

Erik De KuyfferKe ShenLuc MartensWout JosephToon De Pessemier

A1 Journal Article in OPERATIONS RESEARCH PERSPECTIVES

Personalising augmented soundscapes for supporting persons with dementia

Toon De PessemierKris VanheckePieter ThomasTara Vander MynsbruggeStefaan VercoutereDominique Van de VeldePatricia De VriendtWout JosephLuc MartensDick Botteldooren et al.

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Recipe recommendations for individual users and groups in a cooking assistance app

Toon De PessemierKris VanheckeAnissa AllStephanie Van HoveLieven De MarezLuc MartensWout JosephDavid Plets

A1 Journal Article in APPLIED INTELLIGENCE

2022

Energy-efficient flow-shop scheduling in the printing industry using memetic algorithm

Ke ShenFabian HeyseToon De PessemierLuc MartensWout Joseph

Enhancing the park experience by giving visitors control over the park's soundscape

Toon De PessemierTimothy Van RenterghemKris VanheckeAnissa AllKarlo FilipanKang SunBert De CoenselLieven De MarezLuc MartensDick Botteldooren et al.

A1 Journal Article in JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS

Optimizing the focusing performance of non-ideal cell-free mMIMO using genetic algorithm for indoor scenario

Ke ShenSiavash SafapourhajariToon De PessemierLuc MartensWout JosephYang Miao

A1 Journal Article in IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

SFN gain prediction by neural networks for enhancing Layer 2 coverage in LDM systems

Yosvany Hervis SantanaDavid PletsToon De PessemierRodney Martinez AlonsoGlauco Guillen NietoLuc MartensWout Joseph

A1 Journal Article in IEEE TRANSACTIONS ON BROADCASTING

2021

A parallel genetic algorithm for multi-objective flexible flowshop scheduling in pasta manufacturing

Ke ShenToon De PessemierLuc MartensWout Joseph

A1 Journal Article in COMPUTERS & INDUSTRIAL ENGINEERING

Batch versus sequential active learning for recommender systems

Toon De PessemierSander VanhoveLuc Martens

Genetic algorithm combined with ray tracer for optimizing cell-free mMIMO topology in a confined environment

Ke ShenToon De PessemierLuc MartensWout JosephYang Miao

2020

Badminton activity recognition using accelerometer data

Tim SteelsBen Van HerbruggenJaron FontaineToon De PessemierDavid PletsEli De Poorter

A1 Journal Article in SENSORS

Detection of road pavement quality using statistical clustering methods

Joachim DavidToon De PessemierLuc DekoninckBert De CoenselWout JosephDick BotteldoorenLuc Martens

A1 Journal Article in JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Evaluating facial recognition services as interaction technique for recommender systems

Toon De PessemierIne CoppensLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Interactive soundscape augmentation by natural sounds in a noise polluted urban park

Timothy Van RenterghemKris VanheckeKarlo FilipanKang SunToon De PessemierBert De CoenselWout JosephDick Botteldooren

A1 Journal Article in LANDSCAPE AND URBAN PLANNING

Modifying and co-creating the urban soundscape through digital technologies

Dick BotteldoorenToon De PessemierKarlo FilipanKang SunBert De CoenselTimothy Van Renterghem

Bookchapter in Co-creation of public open spaces : practice - reflection - learning

News diversity and recommendation systems : setting the interdisciplinary scene

Glen JorisCamiel ColruytJudith VermeulenStefaan VercoutereFrederik De GroveKristin Van DammeOrphée De ClercqCynthia Van HeeLieven De MarezVeronique Hoste et al.

Bookchapter in Privacy and identity management : data for better living : AI and privacy

Opportunistic sensing for road pavement monitoring

Bert De CoenselKarlo FilipanWout Van HauwermeirenJoachim DavidLuc DekoninckToon De PessemierWout JosephDick Botteldooren

2019

An efficient genetic method for multi-objective continuous production scheduling in industrial internet of things

Ke ShenJoachim DavidToon De PessemierLuc MartensWout Joseph

Assessing road pavement quality based on opportunistic in-car sound and vibration monitoring

Wout Van HauwermeirenJoachim DavidLuc DekoninckToon De PessemierWout JosephDick BotteldoorenLuc MartensKarlo FilipanBert De Coensel

Classification of soundscapes of urban public open spaces

Kang SunBert De CoenselKarlo FilipanFrancesco AlettaTimothy Van RenterghemToon De PessemierWout JosephDick Botteldooren

A1 Journal Article in LANDSCAPE AND URBAN PLANNING

Classifying urban public spaces according to their soundscape

Kang SunKarlo FilipanFrancesco AlettaTimothy Van RenterghemToon De PessemierWout JosephDick BotteldoorenBert De Coensel

Energy- and labor-aware flexible job shop scheduling under dynamic electricity pricing: a many-objective optimization investigation

Xu GongToon De PessemierLuc MartensWout Joseph

A1 Journal Article in JOURNAL OF CLEANER PRODUCTION

Energy- and labor-aware production scheduling for industrial demand response using adaptive multiobjective memetic algorithm

Xu GongYing LiuNiels LohseToon De PessemierLuc MartensWout Joseph

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

Genetic optimization of energy- and failure-aware continuous production scheduling in pasta manufacturing

Ke ShenToon De PessemierXu GongLuc MartensWout Joseph

A1 Journal Article in SENSORS

Interactive soundscape augmentation of an urban park in a real and virtual setting

Timothy Van RenterghemKang SunKarlo FilipanKris VanheckeToon De PessemierBert De CoenselWout JosephDick Botteldooren

On the use of on-cow accelerometers for the classification of behaviours in dairy barns

Said BenaissaFrank TuyttensDavid PletsToon De PessemierJens TroghEmmeric TangheLuc MartensLeen VandaeleAnnelies Van NuffelWout Joseph et al.

A1 Journal Article in RESEARCH IN VETERINARY SCIENCE

Opportunistic in-vehicle noise measurements assess road surface quality to improve noise mapping : preliminary results from the MobiSense project

Luc DekoninckWout Van HauwermeirenJoachim DavidKarlo FilipanToon De PessemierBert De CoenselWout JosephLuc MartensDick Botteldooren

Rolling-noise-relevant classification of pavement based on opportunistic sound and vibration monitoring in cars

Joachim DavidWout Van HauwermeirenLuc DekoninckToon De PessemierWout JosephKarlo FilipanBert De CoenselDick BotteldoorenLuc Martens

Using facial recognition services as implicit feedback for recommenders

Toon De PessemierIne CoppensLuc Martens

2018

An efficient genetic algorithm for large-scale planning of dense and robust industrial wireless networks

Xu GongDavid PletsEmmeric TangheToon De PessemierLuc MartensWout Joseph

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

An efficient genetic algorithm for large-scale transmit power control of dense and robust wireless networks in harsh industrial environments

Xu GongDavid PletsEmmeric TangheToon De PessemierLuc MartensWout Joseph

A1 Journal Article in APPLIED SOFT COMPUTING

Health monitoring and user profiling for sports activities : evaluating heart rate measurements and activity recognition

Toon De PessemierEnias CailliauLuc Martens

A2 Journal Article in INTERNATIONAL JOURNAL ON ADVANCES IN INTERNET TECHNOLOGY

Heart rate monitoring and activity recognition using wearables

Toon De PessemierEnias CailliauLuc Martens

Heart rate monitoring, activity recognition, and recommendation for e-coaching

Toon De PessemierLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Recommendations for sports games to bet on

Toon De PessemierBram De DeynKris VanheckeLuc Martens

2017

Behaviours classification using leg-mounted accelerometers in dairy barns

Said BenaissaFrank TuyttensDavid PletsToon De PessemierJens TroghEmmeric TangheLuc MartensLeen VandaeleAnnelies Van NuffelWout Joseph et al.

Behaviours recognition using neck-mounted accelerometers in dairy barns

Said BenaissaFrank TuyttensDavid PletsToon De PessemierJens TroghEmmeric TangheLuc MartensLeen VandaeleAnnelies Van NuffelWout Joseph et al.

Energy- and labor-aware production scheduling for sustainable manufacturing : a case study on plastic bottle manufacturing

Xu GongMarlies Van der WeeToon De PessemierSofie VerbruggeDidier ColleLuc MartensWout Joseph

Energy-efficient and labor-aware production scheduling based on multi-objective optimization

Xu GongToon De PessemierLuc MartensWout Joseph

Hybrid group recommendations for a travel service

Toon De PessemierJeroen DhondtLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Integrating labor awareness to energy-efficient production scheduling under real-time electricity pricing : an empirical study

Xu GongMarlies Van der WeeToon De PessemierSofie VerbruggeDidier ColleLuc MartensWout Joseph

A1 Journal Article in JOURNAL OF CLEANER PRODUCTION

Intuitive human-device interaction for video control and feedback

Toon De PessemierLuc MartensWout Joseph

Measuring heart rate with mobile devices for personal health monitoring

Toon De PessemierLuc Martens

SemCoTrip: a variety-seeking model for recommending travel activities in a composite trip

Montassar Ben MessaoudIlyes JenhaniEya GarciToon De Pessemier

2016

A framework for dataset benchmarking and its application to a new movie rating dataset

Simon DoomsAlejandro BelloginToon De PessemierLuc Martens

A1 Journal Article in ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

A generic method for energy-efficient and energy-cost-effective production at the unit process level

Xu GongToon De PessemierWout JosephLuc Martens

A1 Journal Article in JOURNAL OF CLEANER PRODUCTION

A personalized and context-aware news offer for mobile devices

Toon De PessemierKris VanheckeLuc Martens

A power data driven energy-cost-aware production scheduling method for sustainable manufacturing at the unit process level

Xu GongToon De PessemierWout JosephLuc Martens

A scalable, high-performance algorithm for hybrid job recommendations

Toon De PessemierKris VanheckeLuc Martens

A stochasticity handling heuristic in energy-cost-aware scheduling for sustainable production

Xu GongToon De PessemierWout JosephLuc Martens

A user-centric evaluation of context-aware recommendations for a mobile news service

Toon De PessemierCédric CourtoisKris VanheckeKristin Van DammeLuc MartensLieven De Marez

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Enhancing recommender systems for TV by face recognition

Toon De PessemierDamien VerleeLuc Martens

Quality assessment and usage behavior of a mobile voice-over-IP service

Toon De PessemierIsabelle StevensLieven De MarezLuc MartensWout Joseph

A1 Journal Article in TELECOMMUNICATION SYSTEMS

2015

An energy-cost-aware scheduling methodology for sustainable manufacturing

Xu GongToon De PessemierWout JosephLuc Martens

Analysis of the quality of experience of a commercial voice-over-IP service

Toon De PessemierIsabelle StevensLieven De MarezLuc MartensWout Joseph

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Combining collaborative filtering and search engine into hybrid news recommendations

Toon De PessemierSam LerouxKris VanheckeLuc Martens

Dynamic optimization of the quality of experience during mobile video watching

Toon De PessemierLuc MartensWout Joseph

Offline optimization for user-specific hybrid recommender systems

Simon DoomsToon De PessemierLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Online optimization for user-specific hybrid recommender systems

Simon DoomsToon De PessemierLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

The information value of context for a mobile news service

Toon De PessemierKris VanheckeLuc Martens

TravelWithFriends: a hybrid group recommender system for travel destinations

Toon De PessemierJeroen DhondtKris VanheckeLuc Martens

2014

A hybrid strategy for privacy-preserving recommendations for mobile shopping

Toon De PessemierKris VanheckeLuc Martens

A large-scale, long-term, user-centric evaluation of a commercial voice-over-IP application

Toon De PessemierLuc MartensWout Joseph

Comparison of group recommendation algorithms

Toon De PessemierSimon DoomsLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Context and activity recognition for personalized mobile recommendations

Toon De PessemierSimon DoomsKris VanheckeBart MattéEwout MeynsLuc Martens

Context-aware recommendations through context and activity recognition in a mobile environment

Toon De PessemierSimon DoomsLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Improving IMDb movie recommendations with interactive settings and filters

Simon DoomsToon De PessemierLuc Martens

In-memory, distributed content-based recommender system

Simon DoomsP. AudenaertJan FostierToon De PessemierLuc Martens

A1 Journal Article in JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

InShopnito: an advanced yet privacy-friendly mobile shopping application

Andreas PutItalo DacostaMilica MilutinovicBart De DeckerStefaan SeysFaysal BoukayouaVincent NaessensKris VanheckeToon De PessemierLuc Martens

Mining cross-domain rating datasets from structured data on Twitter

Simon DoomsToon De PessemierLuc Martens

OMUS : an optimized multimedia service for the home environment

Simon DoomsToon De PessemierDieter VerslypeJelle NelisJonas De MeulenaereWendy Van den BroeckLuc MartensChris Develder

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Tailored to fit? Implicit and explicit user evaluations of algorithm-based mobile news

Cédric CourtoisToon De PessemierKristin Van DammeKris VanheckeLieven De MarezLuc Martens

2013

A food recommender for patients in a care facility

Toon De PessemierSimon DoomsLuc Martens

An improved data aggregation strategy for group recommendations

Toon De PessemierSimon DoomsLuc Martens

Automatic news recommendations via aggregated profiling

Erik MannensSam CoppensToon De PessemierHendrik DacquinDavy Van DeursenRobbie De SutterRik Van de Walle

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Caching strategies for in-memory neighborhood-based recommender systems

Simon DoomsToon De PessemierLuc Martens

Context-aware recommendations through activity recognition

Toon De PessemierSimon DoomsKris VanheckeBart MattéEwout MeynsLuc Martens

Improved online services by personalized recommendations and optimal quality of experience parameters

Toon De PessemierLuc Martens

Modeling subjective quality evaluations for mobile video watching in a living lab context

Toon De PessemierLuc MartensWout Joseph

MovieTweetings: a movie rating dataset collected from twitter

Simon DoomsToon De PessemierLuc Martens

Quantifying the influence of rebuffering interruptions on the user's quality of experience during mobile video watching

Toon De PessemierKatrien De MoorWout JosephLieven De MarezLuc Martens

A1 Journal Article in IEEE TRANSACTIONS ON BROADCASTING

Social recommendations for events

Toon De PessemierJeroen MinnaertKris VanheckeSimon DoomsLuc Martens

2012

A mobile conversation assistant to enhance communications for hearing-impaired children

Toon De PessemierLaurens Van AckerEmilie Van DijckKarin SlegersWout JosephLuc Martens

Collaborative recommendations with content-based filters for cultural activities via a scalable event distribution platform

Toon De PessemierSam CoppensKristof GeebelenChris VleugelsStijn BannierErik MannensKris VanheckeLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Demonstrating contextual group recommendations for media in a home environment

Simon DoomsToon De PessemierLuc Martens

Design and evaluation of a group recommender system

Toon De PessemierSimon DoomsLuc Martens

Investigating the influence of QoS on personal evaluation behaviour in a mobile context

Toon De PessemierKatrien De MoorIstvan KetykoWout JosephLieven De MarezLuc Martens

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Quantifying subjective quality evaluations for mobile video watching in a semi-living lab context

Toon De PessemierKatrien De MoorWout JosephLieven De MarezLuc Martens

A1 Journal Article in IEEE TRANSACTIONS ON BROADCASTING

Unifying and targeting cultural activities via events modelling and profiling

Sam CoppensErik MannensToon De PessemierKristof GeebelenHendrik DacquinDavy Van DeursenRik Van de Walle

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

2011

A file-based approach for recommender systems in high-performance computing environments

Simon DoomsToon De PessemierLuc Martens

A user-centric evaluation of recommender algorithms for an event recommendation system

Simon DoomsToon De PessemierLuc Martens

An event distribution platform for recommending cultural activities

Toon De PessemierSam CoppensErik MannensSimon DoomsLuc MartensKristof Geebelen

An online evaluation of explicit feedback mechanisms for recommender systems

Simon DoomsToon De PessemierLuc Martens

Analysis of the information value of user connections for video recommendations in a social network

Toon De PessemierSimon DoomsJoost RoelandtsLuc Martens

Content-based recommendation algorithms on the Hadoop mapreduce framework

Toon De PessemierKris VanheckeSimon DoomsLuc Martens

Exploring the acceptability of the audiovisual quality for a mobile video session based on objectively measured parameters

Toon De PessemierKatrien De MoorAdrian Juan VerdejoDavy Van DeursenWout JosephLieven De MarezLuc MartensRik Van de Walle

Extending user profiles in collaborative filtering algorithms to alleviate the sparsity problem

Toon De PessemierKris VanheckeSimon DoomsTom DeryckereLuc Martens

Quantifying QoE of mobile video consumption in a real-life setting drawing on objective and subjective parameters

Toon De PessemierKatrien De MoorAdrian Juan VerdejoWout JosephLieven De MarezLuc Martens

Users' (dis)satisfaction with the personalTV application: combining objective and subjective data

Katrien De MoorToon De PessemierPeter MechantCédric CourtoisAdrian Juan VerdejoLieven De MarezLuc Martens

A4 Journal Article in COMPUTERS IN ENTERTAINMENT (CIE)

2010

Automatic news recommendations via profiling

Erik MannensSam CoppensToon De PessemierHendrik DacquinDavy Van DeursenRik Van de Walle

Data analysis for collaborative filtering systems

Toon De Pessemier

Evaluating a recommendation application for online video content: an interdisciplinary study

Katrien De MoorToon De PessemierPeter MechantCédric CourtoisAdrian Juan VerdejoLieven De MarezLuc Martens

Evaluating ‘Quality of Experience’ of mobile applications and services in a Living Lab setting

Katrien De MoorIstvan KetykoWout JosephAdrian Juan VerdejoToon De PessemierLieven De MarezLuc Martens

Extending the Bayesian classifier to a context-aware recommender system for mobile devices

Toon De PessemierTom DeryckereLuc Martens

Harnessing implicit and explicit user feedback for the evaluation of a Facebook application

Katrien De MoorToon De PessemierPeter MechantCédric Courtois

Probability-based extended profile filtering: an advanced collaborative filtering algorithm for user-generated content

Toon De PessemierKris VanheckeSimon DoomsTom DeryckereLuc Martens

QoE estimation of a location-based mobile game using on-body sensors and QoS-related data

Adrian Juan VerdejoKatrien De MoorIstvan KetykoKaren Torben NielsenJeroen VanattenhovenToon De PessemierWout JosephLuc MartensLieven De Marez

QoE measurement of mobile YouTube video streaming

Istvan KetykoKatrien De MoorToon De PessemierAdrian Juan VerdejoKris VanheckeWout JosephLuc MartensLieven De Marez

Time dependency of data quality for collaborative filtering algorithms

Toon De PessemierSimon DoomsTom DeryckereLuc Martens

2009

Context aware recommendations for user-generated content on a social network site

Toon De PessemierTom DeryckereLuc Martens

Unifying and targeting cultural activities via events modelling and profiling

Erik MannensSam CoppensToon De PessemierKristof GeebelenHendrik DacquinRik Van de Walle

2008

Advertising in a Digital Media Environment (ADME): an interdisciplinary approach to a user-centered advertising model for iDTV

Katrien BerteKris VanheckeJ PelssersWim HolvoetToon De PessemierG JansValentijn VerbruggheTom DeryckerePhilip LerouxLuc Martens et al.

Consumption context and personalization

Toon De PessemierMichiel IdeTom DeryckereLuc Martens

Proposed architecture and algorithm for personalized advertising on iDTV and mobile devices

Toon De PessemierTom DeryckereKris VanheckeLuc Martens

A1 Journal Article in IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

2007

A profile based recommendation system for TV-anytime annotated content

Toon De PessemierLuc Martens