Monica Wachowicz

According to our database1, Monica Wachowicz authored at least 53 papers between 1999 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



An Automated Clustering Process for Helping Practitioners to Identify Similar EV Charging Patterns across Multiple Temporal Granularities.
Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems, 2021

A Holistic Overview of Anticipatory Learning for the Internet of Moving Things: Research Challenges and Opportunities.
ISPRS Int. J. Geo Inf., 2020

Modelling Offset Regions around Static and Mobile Locations on a Discrete Global Grid System: An IoT Case Study.
ISPRS Int. J. Geo Inf., 2020

Uncovering data stream behaviour of automated analytical tasks in edge computing.
Int. J. Big Data Intell., 2020

Discovering EV Recharging Patterns through an Automated Analytical Workflow.
Proceedings of the IEEE International Smart Cities Conference, 2020

The design of an IoT-GIS platform for performing automated analytical tasks.
Comput. Environ. Urban Syst., 2019

An Edge-Fog-Cloud Architecture of Streaming Analytics for Internet of Things Applications.
Sensors, 2019

STVG: an evolutionary graph framework for analyzing fast-evolving networks.
J. Big Data, 2019

A space-time varying graph for modelling places and events in a network.
Int. J. Geogr. Inf. Sci., 2019

Analytics Everywhere: Generating Insights From the Internet of Things.
IEEE Access, 2019

Indoor Occupancy Prediction using an IoT Platform.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

Analytics Everywhere for Streaming IoT Data.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

Lessons Learned from Integrating Batch and Stream Processing using IoT Data.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

Social Internet of Mobile Things and Decision Support Tools.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Exploring the use of time-varying graphs for modelling transit networks.
CoRR, 2018

An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things.
CoRR, 2017

Implementing a fog/cloud architecture for supporting stream data management.
CoRR, 2017

Combining edge and cloud computing for mobility analytics.
CoRR, 2017

Developing an edge analytics platform for analyzing real-time transit data streams.
CoRR, 2017

The design of a streaming analytical workflow for processing massive transit feeds.
CoRR, 2017

Implementing an edge-fog-cloud architecture for stream data management.
Proceedings of the IEEE Fog World Congress, 2017

Combining edge and cloud computing for mobility analytics: poster abstract.
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

Developing an edge computing platform for real-time descriptive analytics.
Proceedings of the 2017 IEEE International Conference on Big Data, 2017

Using Bi-partite graphs to cluster complex networks.
Proceedings of the 2017 IEEE International Conference on Big Data, 2017

Developing a streaming data processing workflow for querying space-time activities from geotagged tweets.
Comput. Environ. Urban Syst., 2016

Finding spatial outliers in collective mobility patterns coupled with social ties.
Int. J. Geogr. Inf. Sci., 2016

The role of an IoT platform in the design of real-time recommender systems.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Mining condensed spatial co-location patterns.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

VisProcH visual reasoning process for heritage valuation.
Proceedings of the 2nd Digital Heritage International Congress, 2015

Developing a Real-Time Data Analytics Framework Using Hadoop.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Spatiotemporal Reasoning and Decision Support Tools.
Encyclopedia of Social Network Analysis and Mining, 2014

How you move reveals who you are: understanding human behavior by analyzing trajectory data.
Knowl. Inf. Syst., 2013

Parameter Estimation and Pattern Validation in Flock Mining.
Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Tailoring Trajectories and their Moving Patterns to Contexts.
Proceedings of the Geographic Information Science at the Heart of Europe, 2013

A mobility constraint model to infer sensor behaviour in forest fire risk monitoring.
Comput. Environ. Urban Syst., 2012

Automated Traffic Route Identification Through the Shared Nearest Neighbour Algorithm.
Proceedings of the Bridging the Geographic Information Sciences, 2012

Finding moving flock patterns among pedestrians through collective coherence.
Int. J. Geogr. Inf. Sci., 2011

Computing performance indicators in detecting shipping collision.
Proceedings of the 3rd ACM International Workshop on Hot Topics in Planet-scale Measurement, 2011

Towards a Spatio-Temporal Information System for Moving Objects.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

The Design of an Automated Workflow for Metadata Generation.
Proceedings of the Metadata and Semantic Research - 4th International Conference, 2010

From Pattern Discovery to Pattern Interpretation in Movement Data.
Proceedings of the ICDMW 2010, 2010

The Impact of Data Quality in the Context of Pedestrian Movement Analysis.
Proceedings of the Geospatial Thinking, 2010

Towards an Integrated Model of Interoperability for Spatial Data Infrastructures.
Trans. GIS, 2009

Metadata behind the Interoperability of Wireless Sensor Networks.
Sensors, 2009

Towards Semantic Interpretation of Movement Behavior.
Proceedings of the Advances in GIScience, 2009

Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process.
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008

Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research.
Inf. Vis., 2008

An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories.
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

Preface to Special Section on Spatial Data Usability.
Data Sci. J., 2003

Understanding Spatial Data Usability.
Data Sci. J., 2003

How can knowledge discovery methods uncover spatio-temporal patterns in environmental data?
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods.
Int. J. Geogr. Inf. Sci., 1999

Object-oriented design for temporal GIS.
Research monographs in geographic information systems, Taylor & Francis, ISBN: 978-0-7484-0831-3, 1999