Monica Wachowicz

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 44

Top Topics

Matrix Factorization

Defect Detection

Cloud Computing

Data Management

Top Venues

Int. J. Geogr. Inf. Sci.

Publications

Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. CoRR (2024)
Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz
Evaluating Multi-Global Server Architecture for Federated Learning. ICCE (2024)
Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. ICCE (2024)
Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, Hung Cao
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. CoRR (2024)
Seyed Alireza Rahimi Azghadi, Atah Nuh Mih, Asfia Kawnine, Monica Wachowicz, Francis Palma, Hung Cao
An Adaptive Indoor Localization Approach Using WiFi RSSI Fingerprinting with SLAM-Enabled Robotic Platform and Deep Neural Networks. CoRR (2024)
Atah Nuh Mih, Hung Cao, Joshua Pickard, Monica Wachowicz, Rickey Dubay
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. COINS (2023)
Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. CoRR (2023)
Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz
Evaluating Multi-Global Server Architecture for Federated Learning. CoRR (2023)
Atah Nuh Mih, Hung Cao, Joshua Pickard, Monica Wachowicz, Rickey Dubay
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. CoRR (2023)
Rouzbeh Forouzandeh Jonaghani, Monica Wachowicz, Trevor Hanson
A matrix factorization model with local and global consistency for flow prediction in bike-sharing systems. Int. J. Geogr. Inf. Sci. 37 (2) (2023)
Hung Cao, Monica Wachowicz, Rene Richard, Ching-Hsien Hsu
Fostering new Vertical and Horizontal IoT Applications with Intelligence Everywhere. CoRR (2023)
Li-Minn Ang, Kah Phooi Seng, Monica Wachowicz
Embedded intelligence and the data-driven future of application-specific Internet of Things for smart environments. Int. J. Distributed Sens. Networks 18 (6) (2022)
René Richard, Hung Cao, Monica Wachowicz
A Spatial-Temporal Comparison of EV Charging Station Clusters Leveraging Multiple Validity Indices. SMARTGREENS/VEHITS (Selected Papers) (2021)
René Richard, Hung Cao, Monica Wachowicz
An Automated Clustering Process for Helping Practitioners to Identify Similar EV Charging Patterns across Multiple Temporal Granularities. SMARTGREENS (2021)
Iyke Maduako, Yaqi Gong, Monica Wachowicz
Building k-partite association graphs for finding recommendation patterns from questionnaire data. Trans. GIS 25 (5) (2021)
Hung Cao, Monica Wachowicz, James Craig
Edge-Cloud Intelligence in Self-Diagnostic of Land Mobile Radio Systems. WF-IoT (2021)
Hung Cao, Monica Wachowicz
A Holistic Overview of Anticipatory Learning for the Internet of Moving Things: Research Challenges and Opportunities. ISPRS Int. J. Geo Inf. 9 (4) (2020)
René Richard, Hung Cao, Monica Wachowicz
Discovering EV Recharging Patterns through an Automated Analytical Workflow. ISC2 (2020)
Lilian Hernandez, Monica Wachowicz, Robert Barton, Marc Breissinger
Uncovering data stream behaviour of automated analytical tasks in edge computing. Int. J. Big Data Intell. 7 (1) (2020)
David Bowater, Monica Wachowicz
Modelling Offset Regions around Static and Mobile Locations on a Discrete Global Grid System: An IoT Case Study. ISPRS Int. J. Geo Inf. 9 (5) (2020)
Hung Cao, Marcel Brown, Lizhi Chen, Riley Smith, Monica Wachowicz
Lessons Learned from Integrating Batch and Stream Processing using IoT Data. IoTSMS (2019)
Hung Cao, Monica Wachowicz
The design of an IoT-GIS platform for performing automated analytical tasks. Comput. Environ. Urban Syst. 74 (2019)
Hung Cao, Monica Wachowicz
Analytics Everywhere for Streaming IoT Data. IoTSMS (2019)
Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini
Analytics Everywhere: Generating Insights From the Internet of Things. IEEE Access 7 (2019)
Ikechukwu Maduako, Monica Wachowicz, Trevor Hanson
STVG: an evolutionary graph framework for analyzing fast-evolving networks. J. Big Data 6 (2019)
Hung Cao, Monica Wachowicz
An Edge-Fog-Cloud Architecture of Streaming Analytics for Internet of Things Applications. Sensors 19 (16) (2019)
Alec Parise, Miguel-Ángel Manso-Callejo, Hung Cao, Marco Mendonca, Harpreet Kohli, Monica Wachowicz
Indoor Occupancy Prediction using an IoT Platform. IoTSMS (2019)
Ikechukwu Maduako, Monica Wachowicz
A space-time varying graph for modelling places and events in a network. Int. J. Geogr. Inf. Sci. 33 (10) (2019)
Ikechukwu Maduako, Emerson Cavalheri, Monica Wachowicz
Exploring the use of time-varying graphs for modelling transit networks. CoRR (2018)
Hung Cao, Monica Wachowicz, Sangwhan Cha
Developing an edge analytics platform for analyzing real-time transit data streams. CoRR (2017)
Lilian Hernandez, Hung Cao, Monica Wachowicz
Implementing an edge-fog-cloud architecture for stream data management. FWC (2017)
Hung Cao, Monica Wachowicz, Sangwhan Cha
Developing an edge computing platform for real-time descriptive analytics. IEEE BigData (2017)
Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini
An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things. CoRR (2017)
Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz
Combining edge and cloud computing for mobility analytics: poster abstract. SEC (2017)
Hung Cao, Monica Wachowicz
The design of a streaming analytical workflow for processing massive transit feeds. CoRR (2017)
Lilian Hernandez, Hung Cao, Monica Wachowicz
Implementing a fog/cloud architecture for supporting stream data management. CoRR (2017)
Kaine Black, Monica Wachowicz, Alec Parise
Using Bi-partite graphs to cluster complex networks. IEEE BigData (2017)
Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz
Combining edge and cloud computing for mobility analytics. CoRR (2017)
Monica Wachowicz, M. Dolores Arteaga, Sangwhan Cha, Yves Bourgeois
Developing a streaming data processing workflow for querying space-time activities from geotagged tweets. Comput. Environ. Urban Syst. 59 (2016)
Monica Wachowicz, Tianyu Liu
Finding spatial outliers in collective mobility patterns coupled with social ties. Int. J. Geogr. Inf. Sci. 30 (9) (2016)
Sangwhan Cha, Marta Padilla Ruiz, Monica Wachowicz, Loc Hoang Tran, Hung Cao, Ikechukwu Maduako
The role of an IoT platform in the design of real-time recommender systems. WF-IoT (2016)
Claudio Silvestri, Francesco Cagnin, Francesco Lettich, Salvatore Orlando, Monica Wachowicz
Mining condensed spatial co-location patterns. MobiGIS (2015)
Sangwhan Cha, Monica Wachowicz
Developing a Real-Time Data Analytics Framework Using Hadoop. BigData Congress (2015)
Arantza Respaldiza, Monica Wachowicz
VisProcH visual reasoning process for heritage valuation. Digital Heritage (2015)
Monica Wachowicz, Rebecca Ong, Chiara Renso
Tailoring Trajectories and their Moving Patterns to Contexts. AGILE Conf. (2013)
Rebecca Ong, Mirco Nanni, Chiara Renso, Monica Wachowicz, Dino Pedreschi
Parameter Estimation and Pattern Validation in Flock Mining. NFMCP (2013)
Chiara Renso, Miriam Baglioni, José Antônio Fernandes de Macêdo, Roberto Trasarti, Monica Wachowicz
How you move reveals who you are: understanding human behavior by analyzing trajectory data. Knowl. Inf. Syst. 37 (2) (2013)
Maribel Yasmina Santos, Joaquim P. Silva, João Moura-Pires, Monica Wachowicz
Automated Traffic Route Identification Through the Shared Nearest Neighbour Algorithm. AGILE Conf. (2012)
Daniela Ballari, Monica Wachowicz, Arnold K. Bregt, Miguel-Ángel Manso-Callejo
A mobility constraint model to infer sensor behaviour in forest fire risk monitoring. Comput. Environ. Urban Syst. 36 (1) (2012)
Maribel Yasmina Santos, Monica Wachowicz
Computing performance indicators in detecting shipping collision. HotPlanet@MobiSys (2011)
Monica Wachowicz, Rebecca Ong, Chiara Renso, Mirco Nanni
Finding moving flock patterns among pedestrians through collective coherence. Int. J. Geogr. Inf. Sci. 25 (11) (2011)
Maribel Yasmina Santos, José Mendes, Adriano J. C. Moreira, Monica Wachowicz
Towards a Spatio-Temporal Information System for Moving Objects. ICCSA (1) (2011)
Miguel-Ángel Manso-Callejo, Monica Wachowicz, Miguel Ángel Bernabé Poveda
The Design of an Automated Workflow for Metadata Generation. MTSR (2010)
Rebecca Ong, Monica Wachowicz, Mirco Nanni, Chiara Renso
From Pattern Discovery to Pattern Interpretation in Movement Data. ICDM Workshops (2010)
Adriano J. C. Moreira, Maribel Yasmina Santos, Monica Wachowicz, Daniel Orellana
The Impact of Data Quality in the Context of Pedestrian Movement Analysis. AGILE Conf. (2010)
Miguel-Ángel Manso, Monica Wachowicz, Miguel Ángel Bernabé Poveda
Towards an Integrated Model of Interoperability for Spatial Data Infrastructures. Trans. GIS 13 (1) (2009)
Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Roberto Trasarti, Monica Wachowicz
Towards Semantic Interpretation of Movement Behavior. AGILE Conf. (2009)
Daniela Ballari, Monica Wachowicz, Miguel-Ángel Manso-Callejo
Metadata behind the Interoperability of Wireless Sensor Networks. Sensors 9 (5) (2009)
Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Monica Wachowicz
An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories. ER Workshops (2008)
Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Sara Irina Fabrikant, Monica Wachowicz
Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research. Inf. Vis. 7 (3-4) (2008)
Monica Wachowicz, Gary J. Hunter
Preface to Special Section on Spatial Data Usability. Data Sci. J. 2 (2003)
Gary J. Hunter, Monica Wachowicz, Arnold K. Bregt
Understanding Spatial Data Usability. Data Sci. J. 2 (2003)
Monica Wachowicz
How can knowledge discovery methods uncover spatio-temporal patterns in environmental data? Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2000)
Alan M. MacEachren, Monica Wachowicz, Robert M. Edsall, Daniel Haug, Raymon Masters
Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods. Int. J. Geogr. Inf. Sci. 13 (4) (1999)