Monica Wachowicz

74 papers C 2Misc 1Journal 37Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Privacy-Preserving Multi-Stage Fall Detection Framework with Semi-supervised Federated Learning and Robotic Vision Confirmation. CoRR Seyed Alireza Rahimi Azghadi, Truong Thanh Hung Nguyen, Hélène Fournier, Monica Wachowicz, Rene Richard, Francis Palma, Hung Cao
2025	—	`conf`	SF2D: Semi-supervised Federated Learning for Fall Detection using (Un)labelled Data in Edge-Cloud. Canadian AI Seyed Alireza Rahimi Azghadi, Truong Thanh Hung Nguyen, Irina Kondratova, Hélène Fournier, Monica Wachowicz, Francis Palma, René Richard, Hung Cao
2024	—	`conf`	Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. Canadian AI Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, Hung Cao
2024	J	`jnl`	Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. CoRR Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, Hung Cao
2024	J	`jnl`	An Adaptive Indoor Localization Approach Using WiFi RSSI Fingerprinting with SLAM-Enabled Robotic Platform and Deep Neural Networks. CoRR Seyed Alireza Rahimi Azghadi, Atah Nuh Mih, Asfia Kawnine, Monica Wachowicz, Francis Palma, Hung Cao
2024	J	`jnl`	Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. CoRR Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
2024	C	`conf`	ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. ICCE Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
2024	C	`conf`	Evaluating Multi-Global Server Architecture for Federated Learning. ICCE Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz
2024	J	`jnl`	MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities. CoRR Truong Thanh Hung Nguyen, Phuc Truong Loc Nguyen, Monica Wachowicz, Hung Cao
2023	J	`jnl`	A matrix factorization model with local and global consistency for flow prediction in bike-sharing systems. Int. J. Geogr. Inf. Sci. Rouzbeh Forouzandeh Jonaghani, Monica Wachowicz, Trevor Hanson
2023	J	`jnl`	ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. CoRR Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
2023	J	`jnl`	Evaluating Multi-Global Server Architecture for Federated Learning. CoRR Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz
2023	J	`jnl`	Fostering new Vertical and Horizontal IoT Applications with Intelligence Everywhere. CoRR Hung Cao, Monica Wachowicz, Rene Richard, Ching-Hsien Hsu
2023	—	`conf`	TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. COINS Atah Nuh Mih, Hung Cao, Joshua K. Pickard, Monica Wachowicz, Rickey Dubay
2023	J	`jnl`	TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. CoRR Atah Nuh Mih, Hung Cao, Joshua K. Pickard, Monica Wachowicz, Rickey Dubay
2022	J	`jnl`	Embedded intelligence and the data-driven future of application-specific Internet of Things for smart environments. Int. J. Distributed Sens. Networks Li-Minn Ang, Kah Phooi Seng, Monica Wachowicz
2021	—	`conf`	A Spatial-Temporal Comparison of EV Charging Station Clusters Leveraging Multiple Validity Indices. SMARTGREENS/VEHITS (Selected Papers) René Richard, Hung Cao, Monica Wachowicz
2021	—	`conf`	An Automated Clustering Process for Helping Practitioners to Identify Similar EV Charging Patterns across Multiple Temporal Granularities. SMARTGREENS René Richard, Hung Cao, Monica Wachowicz
2021	J	`jnl`	Building k-partite association graphs for finding recommendation patterns from questionnaire data. Trans. GIS Iyke Maduako, Yaqi Gong, Monica Wachowicz
2021	—	`conf`	Edge-Cloud Intelligence in Self-Diagnostic of Land Mobile Radio Systems. WF-IoT Hung Cao, Monica Wachowicz, James Craig
2021	—	`conf`	Prophet model for forecasting occupancy presence in indoor spaces using non-intrusive sensors. AGILE Conf. Alec Parise, Miguel-Ángel Manso-Callejo, Hung Cao, Monica Wachowicz
2020	J	`jnl`	A Holistic Overview of Anticipatory Learning for the Internet of Moving Things: Research Challenges and Opportunities. ISPRS Int. J. Geo Inf. Hung Cao, Monica Wachowicz
2020	—	`conf`	Discovering EV Recharging Patterns through an Automated Analytical Workflow. ISC2 René Richard, Hung Cao, Monica Wachowicz
2020	J	`jnl`	Modelling Offset Regions around Static and Mobile Locations on a Discrete Global Grid System: An IoT Case Study. ISPRS Int. J. Geo Inf. David Bowater, Monica Wachowicz
2020	J	`jnl`	Uncovering data stream behaviour of automated analytical tasks in edge computing. Int. J. Big Data Intell. Lilian Hernandez, Monica Wachowicz, Robert Barton, Marc Breissinger
2019	J	`jnl`	A space-time varying graph for modelling places and events in a network. Int. J. Geogr. Inf. Sci. Ikechukwu Maduako, Monica Wachowicz
2019	J	`jnl`	An Edge-Fog-Cloud Architecture of Streaming Analytics for Internet of Things Applications. Sensors Hung Cao, Monica Wachowicz
2019	—	`conf`	Analytics Everywhere for Streaming IoT Data. IoTSMS Hung Cao, Monica Wachowicz
2019	J	`jnl`	Analytics Everywhere: Generating Insights From the Internet of Things. IEEE Access Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini
2019	—	`conf`	Indoor Occupancy Prediction using an IoT Platform. IoTSMS Alec Parise, Miguel-Ángel Manso-Callejo, Hung Cao, Marco Mendonca, Harpreet Kohli, Monica Wachowicz
2019	—	`conf`	Lessons Learned from Integrating Batch and Stream Processing using IoT Data. IoTSMS Hung Cao, Marcel Brown, Lizhi Chen, Riley Smith, Monica Wachowicz
2019	J	`jnl`	STVG: an evolutionary graph framework for analyzing fast-evolving networks. J. Big Data Ikechukwu Maduako, Monica Wachowicz, Trevor Hanson
2019	J	`jnl`	The design of an IoT-GIS platform for performing automated analytical tasks. Comput. Environ. Urban Syst. Hung Cao, Monica Wachowicz
2018	J	`jnl`	Exploring the use of time-varying graphs for modelling transit networks. CoRR Ikechukwu Maduako, Emerson Cavalheri, Monica Wachowicz
2018	—	`ch.`	Social Internet of Mobile Things and Decision Support Tools. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Monica Wachowicz, Sangwhan Cha, Chiara Renso
2017	J	`jnl`	An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things. CoRR Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini
2017	J	`jnl`	Combining edge and cloud computing for mobility analytics. CoRR Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz
2017	Misc	`conf`	Combining edge and cloud computing for mobility analytics: poster abstract. SEC Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz
2017	J	`jnl`	Developing an edge analytics platform for analyzing real-time transit data streams. CoRR Hung Cao, Monica Wachowicz, Sangwhan Cha
2017	—	`conf`	Developing an edge computing platform for real-time descriptive analytics. IEEE BigData Hung Cao, Monica Wachowicz, Sangwhan Cha
2017	J	`jnl`	Implementing a fog/cloud architecture for supporting stream data management. CoRR Lilian Hernandez, Hung Cao, Monica Wachowicz
2017	—	`conf`	Implementing an edge-fog-cloud architecture for stream data management. FWC Lilian Hernandez, Hung Cao, Monica Wachowicz
2017	J	`jnl`	The design of a streaming analytical workflow for processing massive transit feeds. CoRR Hung Cao, Monica Wachowicz
2017	—	`conf`	Using Bi-partite graphs to cluster complex networks. IEEE BigData Kaine Black, Monica Wachowicz, Alec Parise
2016	J	`jnl`	Developing a streaming data processing workflow for querying space-time activities from geotagged tweets. Comput. Environ. Urban Syst. Monica Wachowicz, M. Dolores Arteaga, Sangwhan Cha, Yves Bourgeois
2016	J	`jnl`	Finding spatial outliers in collective mobility patterns coupled with social ties. Int. J. Geogr. Inf. Sci. Monica Wachowicz, Tianyu Liu
2016	—	`conf`	The role of an IoT platform in the design of real-time recommender systems. WF-IoT Sangwhan Cha, Marta Padilla Ruiz, Monica Wachowicz, Loc Hoang Tran, Hung Cao, Ikechukwu Maduako
2015	—	`conf`	Developing a Real-Time Data Analytics Framework Using Hadoop. BigData Congress Sangwhan Cha, Monica Wachowicz
2015	—	`conf`	Mining condensed spatial co-location patterns. MobiGIS Claudio Silvestri, Francesco Cagnin, Francesco Lettich, Salvatore Orlando, Monica Wachowicz
2015	—	`conf`	VisProcH visual reasoning process for heritage valuation. Digital Heritage Arantza Respaldiza, Monica Wachowicz
2014	—	`ch.`	Spatiotemporal Reasoning and Decision Support Tools. Encyclopedia of Social Network Analysis and Mining Chiara Renso, Monica Wachowicz
2013	J	`jnl`	How you move reveals who you are: understanding human behavior by analyzing trajectory data. Knowl. Inf. Syst. Chiara Renso, Miriam Baglioni, José Antônio Fernandes de Macêdo, Roberto Trasarti, Monica Wachowicz
2013	—	`conf`	Parameter Estimation and Pattern Validation in Flock Mining. NFMCP Rebecca Ong, Mirco Nanni, Chiara Renso, Monica Wachowicz, Dino Pedreschi
2013	—	`conf`	Tailoring Trajectories and their Moving Patterns to Contexts. AGILE Conf. Monica Wachowicz, Rebecca Ong, Chiara Renso
2012	J	`jnl`	A mobility constraint model to infer sensor behaviour in forest fire risk monitoring. Comput. Environ. Urban Syst. Daniela Ballari, Monica Wachowicz, Arnold K. Bregt, Miguel-Ángel Manso-Callejo
2012	—	`conf`	Automated Traffic Route Identification Through the Shared Nearest Neighbour Algorithm. AGILE Conf. Maribel Yasmina Santos, Joaquim P. Silva, João Moura-Pires, Monica Wachowicz
2011	—	`conf`	Computing performance indicators in detecting shipping collision. HotPlanet@MobiSys Maribel Yasmina Santos, Monica Wachowicz
2011	J	`jnl`	Finding moving flock patterns among pedestrians through collective coherence. Int. J. Geogr. Inf. Sci. Monica Wachowicz, Rebecca Ong, Chiara Renso, Mirco Nanni
2011	—	`conf`	Towards a Spatio-Temporal Information System for Moving Objects. ICCSA (1) Maribel Yasmina Santos, José Mendes, Adriano J. C. Moreira, Monica Wachowicz
2010	—	`conf`	From Pattern Discovery to Pattern Interpretation in Movement Data. ICDM Workshops Rebecca Ong, Monica Wachowicz, Mirco Nanni, Chiara Renso
2010	—	`conf`	The Design of an Automated Workflow for Metadata Generation. MTSR Miguel-Ángel Manso-Callejo, Monica Wachowicz, Miguel Ángel Bernabé Poveda
2010	—	`conf`	The Impact of Data Quality in the Context of Pedestrian Movement Analysis. AGILE Conf. Adriano J. C. Moreira, Maribel Yasmina Santos, Monica Wachowicz, Daniel Orellana
2009	J	`jnl`	Metadata behind the Interoperability of Wireless Sensor Networks. Sensors Daniela Ballari, Monica Wachowicz, Miguel-Ángel Manso-Callejo
2009	—	`conf`	Towards Semantic Interpretation of Movement Behavior. AGILE Conf. Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Roberto Trasarti, Monica Wachowicz
2009	J	`jnl`	Towards an Integrated Model of Interoperability for Spatial Data Infrastructures. Trans. GIS Miguel-Ángel Manso, Monica Wachowicz, Miguel Ángel Bernabé Poveda
2008	—	`conf`	An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories. ER Workshops Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Monica Wachowicz
2008	—	`ch.`	Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process. Mobility, Data Mining and Privacy Monica Wachowicz, Arend Ligtenberg, Chiara Renso, Seda F. Gürses
2008	J	`jnl`	Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research. Inf. Vis. Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Sara Irina Fabrikant, Monica Wachowicz
2007	—	`ed.`	The European Information Society: Leading the Way with Geo-information, Proceedings of the 10th AGILE Conference, Aalborg, Denmark, 8-11 May 2007 AGILE Conf. Sara Irina Fabrikant, Monica Wachowicz
2003	J	`jnl`	Preface to Special Section on Spatial Data Usability. Data Sci. J. Monica Wachowicz, Gary J. Hunter
2003	J	`jnl`	Understanding Spatial Data Usability. Data Sci. J. Gary J. Hunter, Monica Wachowicz, Arnold K. Bregt
2000	—	`conf`	How can knowledge discovery methods uncover spatio-temporal patterns in environmental data? Data Mining and Knowledge Discovery: Theory, Tools, and Technology Monica Wachowicz
1999	J	`jnl`	Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods. Int. J. Geogr. Inf. Sci. Alan M. MacEachren, Monica Wachowicz, Robert M. Edsall, Daniel Haug, Raymon Masters
1999	—	`book`	Object-oriented design for temporal GIS. Monica Wachowicz