Pieter Simoens

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 93

Top Venues

Publications

Helen Harman, Pieter Simoens
Cyclic Action Graphs for goal recognition problems with inaccurately initialised fluents. Knowl. Inf. Syst. 66 (2) (2024)
Sander De Coninck, Wei-Cheng Wang, Sam Leroux, Pieter Simoens
Privacy-preserving visual analysis: training video obfuscation models without sensitive labels. Appl. Intell. 54 (8) (2024)
Sander De Coninck, Wei-Cheng Wang, Sam Leroux, Pieter Simoens
Mitigating Bias Using Model-Agnostic Data Attribution. CoRR (2024)
Tobias Meuser, Lauri Lovén, Monowar H. Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28 (4) (2024)
Mattijs Baert, Pietro Mazzaglia, Sam Leroux, Pieter Simoens
Maximum Causal Entropy Inverse Constrained Reinforcement Learning. CoRR (2023)
Mattijs Baert, Sam Leroux, Pieter Simoens
Learning Safety Constraints From Demonstration Using One-Class Decision Trees. CoRR (2023)
Mattijs Baert, Sam Leroux, Pieter Simoens
Inverse reinforcement learning through logic constraint inference. Mach. Learn. 112 (7) (2023)
Ningyuan Sun, Jean Botev, Pieter Simoens
The Effect of Rapport on Delegation to Virtual Agents. IVA (2023)
Mattijs Baert, Sam Leroux, Pieter Simoens
Learning Logic Constraints From Demonstration. NeSy (2023)
Sam Leroux, Pieter Simoens
Sparse random neural networks for online anomaly detection on sensor nodes. Future Gener. Comput. Syst. 144 (2023)
Sam Leroux, Pieter Simoens, Meelis Lootus, Kartik Thakore, Akshay Sharma
TinyMLOps: Operational Challenges for Widespread Edge AI Adoption. CoRR (2022)
Sander De Coninck, Wei-Cheng Wang, Sam Leroux, Pieter Simoens
Selective manipulation of disentangled representations for privacy-aware facial image processing. CoRR (2022)
Wei-Cheng Wang, Sander De Coninck, Sam Leroux, Pieter Simoens
An Opt-in Framework for Privacy Protection in Audio-Based Applications. IEEE Pervasive Comput. 21 (4) (2022)
Sam Leroux, Bo Li, Pieter Simoens
Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions. WACV (2022)
Thorsten Cardoen, Sam Leroux, Pieter Simoens
Iterative Online 3D Reconstruction from RGB Images. Sensors 22 (24) (2022)
Ningyuan Sun, Jean Botev, Yara Khaluf, Pieter Simoens
Theory of Mind and Delegation to Robotic Virtual Agents. RO-MAN (2022)
Inês Terrucha, Elias Fernández Domingos, Francisco C. Santos, Pieter Simoens, Tom Lenaerts
The art of compensation: how hybrid teams solve collective risk dilemmas. CoRR (2022)
Stef Van Havermaet, Pieter Simoens, Yara Khaluf
An Adaptive Metric Model for Collective Motion Structures in Dynamic Environments. ANTS Conference (2022)
Sam Leroux, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Iterative neural networks for adaptive inference on resource-constrained devices. Neural Comput. Appl. 34 (13) (2022)
Sam Leroux, Pieter Simoens, Meelis Lootus, Kartik Thakore, Akshay Sharma
TinyMLOps: Operational Challenges for Widespread Edge AI Adoption. IPDPS Workshops (2022)
Sam Leroux, Bo Li, Pieter Simoens
Automated training of location-specific edge models for traffic counting. Comput. Electr. Eng. 99 (2022)
Johannes Nauta, Yara Khaluf, Pieter Simoens
Resource ephemerality influences effectiveness of altruistic behavior in collective foraging. Swarm Intell. 15 (4) (2021)
Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks. Neural Comput. Appl. 33 (16) (2021)
Sander De Coninck, Sam Leroux, Pieter Simoens
Privacy Aware Person Detection in Surveillance Data. CoRR (2021)
Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
Data-Efficient Sensor Upgrade Path Using Knowledge Distillation. Sensors 21 (19) (2021)
Mattijs Baert, Sam Leroux, Pieter Simoens
Intelligent Frame Selection as a Privacy-Friendlier Alternative to Face Recognition. CoRR (2021)
Stef Van Havermaet, Yara Khaluf, Pieter Simoens
No More Hand-Tuning Rewards: Masked Constrained Policy Optimization for Safe Reinforcement Learning. AAMAS (2021)
Jean Botev, Knut Drewing, Heiko Hamann, Yara Khaluf, Pieter Simoens, Argiro Vatakis
ChronoPilot - Modulating Time Perception. AIVR (2021)
Bo Li, Sam Leroux, Pieter Simoens
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video. Comput. Vis. Image Underst. 210 (2021)
Ilja Rausch, Pieter Simoens, Yara Khaluf
Adaptive Foraging in Dynamic Environments Using Scale-Free Interaction Networks. Frontiers Robotics AI 7 (2020)
Panagiotis Trakadas, Pieter Simoens, Panagiotis K. Gkonis, Lambros Sarakis, Angelos Angelopoulos, Alfonso P. Ramallo-González, Antonio F. Skarmeta, Christos Trochoutsos, Daniel Calvomicron, Tomas Pariente, Keshav Chintamani, Izaskun Fernández, Aitor Arnaiz Irigaray, Josiane Xavier Parreira, Pierluigi Petrali, Nelly Leligou, Panagiotis Karkazis
An Artificial Intelligence-Based Collaboration Approach in Industrial IoT Manufacturing: Key Concepts, Architectural Extensions and Potential Applications. Sensors 20 (19) (2020)
Helen Harman, Pieter Simoens
Action Graphs for Goal Recognition Problems with Inaccurate Initial States (Student Abstract). AAAI (2020)
Bram Steenwinckel, Gilles Vandewiele, Ilja Rausch, Pieter Heyvaert, Ruben Taelman, Pieter Colpaert, Pieter Simoens, Anastasia Dimou, Filip De Turck, Femke Ongenae
Facilitating the Analysis of COVID-19 Literature Through a Knowledge Graph. ISWC (2) (2020)
Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt
Learning robots to grasp by demonstration. Robotics Auton. Syst. 127 (2020)
Johannes Nauta, Pieter Simoens, Yara Khaluf
Memory Induced Aggregation in Collective Foraging. ANTS Conference (2020)
Yara Khaluf, Michael Allwright, Ilja Rausch, Pieter Simoens, Marco Dorigo
Construction Task Allocation Through the Collective Perception of a Dynamic Environment. ANTS Conference (2020)
David Griffin, Truong Khoa Phan, Elisa Maini, Miguel Rio, Pieter Simoens
On the Feasibility of Using Current Data Centre Infrastructure for Latency-Sensitive Applications. IEEE Trans. Cloud Comput. 8 (3) (2020)
Helen Harman, Pieter Simoens
Action graphs for proactive robot assistance in smart environments. J. Ambient Intell. Smart Environ. 12 (2) (2020)
Johannes Nauta, Stef Van Havermaet, Pieter Simoens, Yara Khaluf
Enhanced Foraging in Robot Swarms Using Collective Lévy Walks. ECAI (2020)
Bo Li, Sam Leroux, Pieter Simoens
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video. CoRR (2020)
Sam Leroux, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Training binary neural networks with knowledge transfer. Neurocomputing 396 (2020)
Helen Harman, Pieter Simoens
Learning Symbolic Action Definitions from Unlabelled Image Pairs. ICAAI (2020)
Ilja Rausch, Johannes Nauta, Pieter Simoens, Yara Khaluf
Modeling the Influence of Social Feedback on Altruism using Multi-Agent Systems. ALIFE (2020)
Amirreza Yousefzadeh, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Thilo Werner, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Bart Dhoedt, Pieter Simoens
Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization. AICAS (2019)
Yara Khaluf, Pieter Simoens
Collective sampling of environmental features under limited sampling budget. J. Comput. Sci. 31 (2019)
Yara Khaluf, Pieter Simoens, Heiko Hamann
The Neglected Pieces of Designing Collective Decision-Making Processes. Frontiers Robotics AI 6 (2019)
Yara Khaluf, Seppe Vanhee, Pieter Simoens
Local ant system for allocating robot swarms to time-constrained tasks. J. Comput. Sci. 31 (2019)
Ozan Çatal, Johannes Nauta, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Bayesian policy selection using active inference. CoRR (2019)
Helen Harman, Pieter Simoens
Action Graphs for Performing Goal Recognition Design on Human-Inhabited Environments. Sensors 19 (12) (2019)
Christof Mahieu, Femke Ongenae, Femke De Backere, Pieter Bonte, Filip De Turck, Pieter Simoens
Semantics-based platform for context-aware and personalized robot interaction in the internet of robotic things. J. Syst. Softw. 149 (2019)
Ilja Rausch, Andreagiovanni Reina, Pieter Simoens, Yara Khaluf
Coherent collective behaviour emerging from decentralised balancing of social feedback and noise. Swarm Intell. 13 (3-4) (2019)
Helen Harman, Keshav Chintamani, Pieter Simoens
Robot Assistance in Dynamic Smart Environments - A Hierarchical Continual Planning in the Now Framework. Sensors 19 (22) (2019)
Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt
Learning to Grasp Arbitrary Household Objects from a Single Demonstration. IROS (2019)
Johannes Nauta, Yara Khaluf, Pieter Simoens
Using the Ornstein-Uhlenbeck Process for Random Exploration. COMPLEXIS (2019)
Amirreza Yousefzadeh, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Mina A. Khoei, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Orlando Moreira, Jonathan Tapson, Bart Dhoedt, Pieter Simoens
Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (4) (2019)
Sam Leroux, Steven Bohez, Elias De Coninck, Pieter Van Molle, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things. Future Gener. Comput. Syst. 97 (2019)
Grace A. Lewis, Patricia Lago, Sebastián Echeverría, Pieter Simoens
A tale of three systems: Case studies on the application of architectural tactics for cyber-foraging. Future Gener. Comput. Syst. 96 (2019)
Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification. UNSURE/CLIP@MICCAI (2019)
Johannes Nauta, Christof Mahieu, Christophe Michiels, Femke Ongenae, Femke De Backere, Filip De Turck, Yara Khaluf, Pieter Simoens
Pro-active positioning of a social robot intervening upon behavioral disturbances of persons with dementia in a smart nursing home. Cogn. Syst. Res. 57 (2019)
Sam Leroux, Steven Bohez, Pieter-Jan Maenhaut, Nathan Meheus, Pieter Simoens, Bart Dhoedt
Fingerprinting encrypted network traffic types using machine learning. NOMS (2018)
Pieter Van Molle, Miguel De Strooper, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification. CoRR (2018)
Piet Smet, Bart Dhoedt, Pieter Simoens
Docker Layer Placement for On-Demand Provisioning of Services on Edge Clouds. IEEE Trans. Netw. Serv. Manag. 15 (3) (2018)
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. ICLR (Workshop) (2018)
Elias De Coninck, Steven Bohez, Sam Leroux, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure. J. Syst. Softw. 141 (2018)
Ilja Rausch, Yara Khaluf, Pieter Simoens
Applying Scale-Invariant Dynamics to Improve Consensus Achievement of Agents in Motion. DCAI (Special Sessions) (2018)
Pieter Van Molle, Miguel De Strooper, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification. MLCN/DLF/iMIMIC@MICCAI (2018)
Steven Bohez, Glenn Daneels, Lander Van Herzeele, Niels Van Kets, Sam Decrock, Matthias De Geyter, Glenn Van Wallendael, Peter Lambert, Bart Dhoedt, Pieter Simoens, Steven Latré, Jeroen Famaey
The crowd as a cameraman: on-stage display of crowdsourced mobile video at large-scale events. Multim. Tools Appl. 77 (1) (2018)
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. CoRR (2018)
Pieter Van Molle, Tim Verbelen, Elias De Coninck, Cedric De Boom, Pieter Simoens, Bart Dhoedt
Learning to Grasp from a Single Demonstration. CoRR (2018)
Yara Khaluf, Stef Van Havermaet, Pieter Simoens
Collective Lévy Walk for Efficient Exploration in Unknown Environments. AIMSA (2018)
Yara Khaluf, Ilja Rausch, Pieter Simoens
The Impact of Interaction Models on the Coherence of Collective Decision-Making: A Case Study with Simulated Locusts. ANTS Conference (2018)
Sam Leroux, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Privacy Aware Offloading of Deep Neural Networks. CoRR (2018)
Sam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
The cascading neural network: building the Internet of Smart Things. Knowl. Inf. Syst. 52 (3) (2017)
Steven Bohez, Tim Verbelen, Elias De Coninck, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Sensor fusion for robot control through deep reinforcement learning. IROS (2017)
Pieter Van Molle, Tim Verbelen, Steven Bohez, Sam Leroux, Pieter Simoens, Bart Dhoedt
Decoupled Learning of Environment Characteristics for Safe Exploration. CoRR (2017)
Yara Khaluf, Christine Markarian, Pieter Simoens, Andreagiovanni Reina
Scheduling Access to Shared Space in Multi-robot Systems. PAAMS (2017)
Pieter Simoens, David Griffin, Elisa Maini, Truong Khoa Phan, Miguel Rio, Luc Vermoesen, Frederik Vandeputte, Folker Schamel, Dariusz Burstzynowski
Service-Centric Networking for Distributed Heterogeneous Clouds. IEEE Commun. Mag. 55 (7) (2017)
Omid Givehchi, Klaus Landsdorf, Pieter Simoens, Armando Walter Colombo
Interoperability for Industrial Cyber-Physical Systems: An Approach for Legacy Systems. IEEE Trans. Ind. Informatics 13 (6) (2017)
Mahadev Satyanarayanan, Phillip B. Gibbons, Lily B. Mummert, Padmanabhan Pillai, Pieter Simoens, Rahul Sukthankar
Cloudlet-based just-in-time indexing of IoT video. GIoTS (2017)
Femke Ongenae, Femke De Backere, Christof Mahieu, Stijn De Pestel, Jelle Nelis, Pieter Simoens, Filip De Turck
Personalized Robotic Intervention Strategy by Using Semantics for People with Dementia in Nursing Homes. AnSWeR@ESWC (2017)
Steven Bohez, Tim Verbelen, Elias De Coninck, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Sensor Fusion for Robot Control through Deep Reinforcement Learning. CoRR (2017)
Sam Leroux, Steven Bohez, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Transfer Learning with Binary Neural Networks. CoRR (2017)
Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Steven Bohez, Pieter Simoens, Bart Dhoedt
Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds. J. Syst. Softw. 118 (2016)
Farhan Azmat Ali, Pieter Simoens, Tim Verbelen, Piet Demeester, Bart Dhoedt
Mobile device power models for energy efficient dynamic offloading at runtime. J. Syst. Softw. 113 (2016)
Pieter Simoens, Christof Mahieu, Femke Ongenae, Femke De Backere, Stijn De Pestel, Jelle Nelis, Filip De Turck, Shirley A. Elprama, Katriina Kilpi, Charlotte Jewell, An Jacobs
Internet of Robotic Things: Context-Aware and Personalized Interventions of Assistive Social Robots (Short Paper). CloudNet (2016)
Elias De Coninck, Steven Bohez, Sam Leroux, Tim Verbelen, Bert Vankeirsbilck, Bart Dhoedt, Pieter Simoens
Middleware Platform for Distributed Applications Incorporating Robots, Sensors and the Cloud. CloudNet (2016)
Sam Leroux, Steven Bohez, Cedric De Boom, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Lazy Evaluation of Convolutional Filters. CoRR (2016)
Piet Smet, Bart Dhoedt, Pieter Simoens
On-demand provisioning of long-tail services in distributed clouds. NOMS (2016)
Sam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Multi-fidelity matryoshka neural networks for constrained IoT devices. IJCNN (2016)
Cedric De Boom, Sam Leroux, Steven Bohez, Pieter Simoens, Thomas Demeester, Bart Dhoedt
Efficiency Evaluation of Character-level RNN Training Schedules. CoRR (2016)
Mahy Aly, Michael Franke, Moritz Kretz, Folker Schamel, Pieter Simoens
Service Oriented Interactive Media (SOIM) Engines Enabled by Optimized Resource Sharing. SOSE (2016)
Piet Smet, Bart Dhoedt, Pieter Simoens
QuLa: Service Selection and Forwarding Table Population in Service-Centric Networking Using Real-Life Topologies. PDP (2016)
Femke Ongenae, Femke De Backere, Jelle Nelis, Stijn De Pestel, Christof Mahieu, Shirley A. Elprama, Charlotte Jewell, An Jacobs, Pieter Simoens, Filip De Turck
Personalized Robot Interactions to Intercept Behavioral Disturbances of People with Dementia. ISWC (Posters & Demos) (2016)
Bart Lannoo, Abhishek Dixit, Didier Colle, Johan Bauwelinck, Bart Dhoedt, Bart Jooris, Ingrid Moerman, Mario Pickavet, Hendrik Rogier, Pieter Simoens, Guy Torfs, Dries Vande Ginste, Piet Demeester
Radio-over-fibre for ultra-small 5G cells. ICTON (2015)
Steven Bohez, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Discrete-event simulation for efficient and stable resource allocation in collaborative mobile cloudlets. Simul. Model. Pract. Theory 50 (2015)
Mahadev Satyanarayanan, Pieter Simoens, Yu Xiao, Padmanabhan Pillai, Zhuo Chen, Kiryong Ha, Wenlu Hu, Brandon Amos
Edge Analytics in the Internet of Things. IEEE Pervasive Comput. 14 (2) (2015)
Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Steven Bohez, Sam Leroux, Pieter Simoens
DIANNE: Distributed Artificial Neural Networks for the Internet of Things. M4IoT@Middleware (2015)
Frederik Vandeputte, Luc Vermoesen, David Griffin, Truong Khoa Phan, Miguel Rio, Pieter Simoens, Piet Smet, Dariusz Bursztynowski, Folker Schamel, Michael Franke
Evaluator services for optimised service placement in distributed heterogeneous cloud infrastructures. EuCNC (2015)
Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Steven Bohez, Pieter Simoens, Piet Demeester, Bart Dhoedt
Distributed Neural Networks for Internet of Things: The Big-Little Approach. IoT 360 (2) (2015)
Steven Bohez, Jaron Couvreur, Bart Dhoedt, Pieter Simoens
Cloudlet-based Large-scale 3D Reconstruction Using Real-time Data from Mobile Depth Cameras. MCS@MobiCom (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pieter Simoens