default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMonica Wachowicz
Person information
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
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 - [i14]Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz:
Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. CoRR abs/2401.05355 (2024) - [i13]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) - [i12]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) - [i11]Truong Thanh Hung Nguyen, Phuc Truong Loc Nguyen, Monica Wachowicz, Hung Cao:
MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities. CoRR abs/2409.15243 (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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-16 21:28 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
