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Monica Wachowicz
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2020 – today
- 2024
- [c29]Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz:
Evaluating Multi-Global Server Architecture for Federated Learning. ICCE 2024: 1-6 - [c28]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. ICCE 2024: 1-6 - [i13]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. CoRR abs/2401.05355 (2024) - [i12]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 abs/2403.10569 (2024) - [i11]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 abs/2407.09242 (2024) - 2023
- [j22]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): 360-379 (2023) - [c27]Atah Nuh Mih, Hung Cao, Joshua K. Pickard, Monica Wachowicz, Rickey Dubay:
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. COINS 2023: 1-8 - [i10]Atah Nuh Mih, Hung Cao, Joshua K. Pickard, Monica Wachowicz, Rickey Dubay:
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques. CoRR abs/2302.13317 (2023) - [i9]Hung Cao, Monica Wachowicz, Rene Richard, Ching-Hsien Hsu:
Fostering new Vertical and Horizontal IoT Applications with Intelligence Everywhere. CoRR abs/2310.00346 (2023) - [i8]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. CoRR abs/2310.03823 (2023) - [i7]Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz:
Evaluating Multi-Global Server Architecture for Federated Learning. CoRR abs/2311.15382 (2023) - 2022
- [j21]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): 155013292211023 (2022) - 2021
- [j20]Iyke Maduako, Yaqi Gong
, Monica Wachowicz
:
Building k-partite association graphs for finding recommendation patterns from questionnaire data. Trans. GIS 25(5): 2641-2659 (2021) - [c26]René Richard
, Hung Cao
, Monica Wachowicz
:
A Spatial-Temporal Comparison of EV Charging Station Clusters Leveraging Multiple Validity Indices. SMARTGREENS/VEHITS (Selected Papers) 2021: 34-57 - [c25]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: 67-77 - [c24]Hung Cao
, Monica Wachowicz, James Craig:
Edge-Cloud Intelligence in Self-Diagnostic of Land Mobile Radio Systems. WF-IoT 2021: 645-650 - 2020
- [j19]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): 15-28 (2020) - [j18]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): 272 (2020) - [j17]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): 335 (2020) - [c23]René Richard
, Hung Cao
, Monica Wachowicz:
Discovering EV Recharging Patterns through an Automated Analytical Workflow. ISC2 2020: 1-8
2010 – 2019
- 2019
- [j16]Hung Cao
, Monica Wachowicz, Chiara Renso, Emanuele Carlini:
Analytics Everywhere: Generating Insights From the Internet of Things. IEEE Access 7: 71749-71769 (2019) - [j15]Ikechukwu Maduako, Monica Wachowicz:
A space-time varying graph for modelling places and events in a network. Int. J. Geogr. Inf. Sci. 33(10): 1915-1935 (2019) - [j14]Ikechukwu Maduako
, Monica Wachowicz, Trevor Hanson:
STVG: an evolutionary graph framework for analyzing fast-evolving networks. J. Big Data 6: 55 (2019) - [j13]Hung Cao
, Monica Wachowicz
:
An Edge-Fog-Cloud Architecture of Streaming Analytics for Internet of Things Applications. Sensors 19(16): 3594 (2019) - [j12]Hung Cao
, Monica Wachowicz
:
The design of an IoT-GIS platform for performing automated analytical tasks. Comput. Environ. Urban Syst. 74: 23-40 (2019) - [c22]Hung Cao
, Monica Wachowicz:
Analytics Everywhere for Streaming IoT Data. IoTSMS 2019: 18-25 - [c21]Alec Parise, Miguel-Ángel Manso-Callejo
, Hung Cao
, Marco Mendonca, Harpreet Kohli, Monica Wachowicz:
Indoor Occupancy Prediction using an IoT Platform. IoTSMS 2019: 26-31 - [c20]Hung Cao
, Marcel Brown, Lizhi Chen, Riley Smith, Monica Wachowicz:
Lessons Learned from Integrating Batch and Stream Processing using IoT Data. IoTSMS 2019: 32-34 - 2018
- [r2]Monica Wachowicz, Sangwhan Cha, Chiara Renso:
Social Internet of Mobile Things and Decision Support Tools. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i6]Ikechukwu Maduako, Emerson Cavalheri, Monica Wachowicz:
Exploring the use of time-varying graphs for modelling transit networks. CoRR abs/1803.07610 (2018) - 2017
- [c19]Hung Cao
, Monica Wachowicz, Sangwhan Cha:
Developing an edge computing platform for real-time descriptive analytics. IEEE BigData 2017: 4546-4554 - [c18]Kaine Black, Monica Wachowicz, Alec Parise:
Using Bi-partite graphs to cluster complex networks. IEEE BigData 2017: 4810-4812 - [c17]Ikechukwu Maduako, Hung Cao
, Lilian Hernandez, Monica Wachowicz:
Combining edge and cloud computing for mobility analytics: poster abstract. SEC 2017: 22:1-22:3 - [c16]Lilian Hernandez, Hung Cao
, Monica Wachowicz:
Implementing an edge-fog-cloud architecture for stream data management. FWC 2017: 1-6 - [i5]Hung Cao, Monica Wachowicz, Sangwhan Cha:
Developing an edge analytics platform for analyzing real-time transit data streams. CoRR abs/1705.08449 (2017) - [i4]Hung Cao, Monica Wachowicz:
The design of a streaming analytical workflow for processing massive transit feeds. CoRR abs/1706.04722 (2017) - [i3]Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz:
Combining edge and cloud computing for mobility analytics. CoRR abs/1706.06535 (2017) - [i2]Lilian Hernandez, Hung Cao, Monica Wachowicz:
Implementing a fog/cloud architecture for supporting stream data management. CoRR abs/1708.00352 (2017) - [i1]Hung Cao
, Monica Wachowicz, Chiara Renso, Emanuele Carlini:
An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things. CoRR abs/1711.09745 (2017) - 2016
- [j11]Monica Wachowicz, Tianyu Liu:
Finding spatial outliers in collective mobility patterns coupled with social ties. Int. J. Geogr. Inf. Sci. 30(9): 1806-1831 (2016) - [j10]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: 256-268 (2016) - [c15]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: 448-453 - 2015
- [c14]Sangwhan Cha, Monica Wachowicz:
Developing a Real-Time Data Analytics Framework Using Hadoop. BigData Congress 2015: 657-660 - [c13]Arantza Respaldiza, Monica Wachowicz:
VisProcH visual reasoning process for heritage valuation. Digital Heritage 2015: 61-68 - [c12]Claudio Silvestri, Francesco Cagnin, Francesco Lettich, Salvatore Orlando, Monica Wachowicz:
Mining condensed spatial co-location patterns. MobiGIS 2015: 84-87 - 2014
- [r1]Chiara Renso, Monica Wachowicz:
Spatiotemporal Reasoning and Decision Support Tools. Encyclopedia of Social Network Analysis and Mining 2014: 2022-2032 - 2013
- [j9]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): 331-362 (2013) - [c11]Monica Wachowicz, Rebecca Ong, Chiara Renso
:
Tailoring Trajectories and their Moving Patterns to Contexts. AGILE Conf. 2013: 285-303 - [c10]Rebecca Ong, Mirco Nanni, Chiara Renso
, Monica Wachowicz, Dino Pedreschi
:
Parameter Estimation and Pattern Validation in Flock Mining. NFMCP 2013: 3-17 - 2012
- [j8]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): 81-95 (2012) - [c9]Maribel Yasmina Santos
, Joaquim P. Silva
, João Moura-Pires
, Monica Wachowicz:
Automated Traffic Route Identification Through the Shared Nearest Neighbour Algorithm. AGILE Conf. 2012: 231-248 - 2011
- [j7]Monica Wachowicz, Rebecca Ong, Chiara Renso
, Mirco Nanni:
Finding moving flock patterns among pedestrians through collective coherence. Int. J. Geogr. Inf. Sci. 25(11): 1849-1864 (2011) - [c8]Maribel Yasmina Santos
, José Mendes, Adriano J. C. Moreira
, Monica Wachowicz:
Towards a Spatio-Temporal Information System for Moving Objects. ICCSA (1) 2011: 1-16 - [c7]Maribel Yasmina Santos
, Monica Wachowicz:
Computing performance indicators in detecting shipping collision. HotPlanet@MobiSys 2011: 29-34 - 2010
- [c6]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: 61-78 - [c5]Rebecca Ong, Monica Wachowicz, Mirco Nanni, Chiara Renso
:
From Pattern Discovery to Pattern Interpretation in Movement Data. ICDM Workshops 2010: 527-534 - [c4]Miguel-Ángel Manso-Callejo
, Monica Wachowicz, Miguel Ángel Bernabé Poveda:
The Design of an Automated Workflow for Metadata Generation. MTSR 2010: 275-287
2000 – 2009
- 2009
- [j6]Daniela Ballari
, Monica Wachowicz, Miguel-Ángel Manso-Callejo
:
Metadata behind the Interoperability of Wireless Sensor Networks. Sensors 9(5): 3635-3651 (2009) - [j5]Miguel-Ángel Manso
, Monica Wachowicz, Miguel Ángel Bernabé Poveda:
Towards an Integrated Model of Interoperability for Spatial Data Infrastructures. Trans. GIS 13(1): 43-67 (2009) - [c3]Miriam Baglioni
, José Antônio Fernandes de Macêdo, Chiara Renso, Roberto Trasarti
, Monica Wachowicz:
Towards Semantic Interpretation of Movement Behavior. AGILE Conf. 2009: 271-288 - 2008
- [j4]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): 173-180 (2008) - [c2]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: 344-353 - [p1]Monica Wachowicz, Arend Ligtenberg
, Chiara Renso
, Seda F. Gürses:
Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process. Mobility, Data Mining and Privacy 2008: 39-72 - 2007
- [e1]Sara Irina Fabrikant, Monica Wachowicz:
The European Information Society: Leading the Way with Geo-information, Proceedings of the 10th AGILE Conference, Aalborg, Denmark, 8-11 May 2007. Lecture Notes in Geoinformation and Cartography, Springer 2007, ISBN 978-3-540-72384-4 [contents] - 2003
- [j3]Monica Wachowicz, Gary J. Hunter:
Preface to Special Section on Spatial Data Usability. Data Sci. J. 2: 75-78 (2003) - [j2]Gary J. Hunter, Monica Wachowicz, Arnold K. Bregt:
Understanding Spatial Data Usability. Data Sci. J. 2: 79-89 (2003) - 2000
- [c1]Monica Wachowicz:
How can knowledge discovery methods uncover spatio-temporal patterns in environmental data? Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2000: 221-229
1990 – 1999
- 1999
- [b1]Monica Wachowicz:
Object-oriented design for temporal GIS. Research monographs in geographic information systems, Taylor & Francis 1999, ISBN 978-0-7484-0831-3, pp. I-XIII, 1-118 - [j1]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): 311-334 (1999)
Coauthor Index
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