Martin Tomko

Orcid: 0000-0002-5736-4679

Affiliations:
  • University of Melbourne, Department of Infrastructure Engineering, VIC, Australia


According to our database1, Martin Tomko authored at least 85 papers between 2008 and 2024.

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

Timeline

Legend:

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Bibliography

2024
The Challenge of Data Analytics with Climate-neutral Urban Mobility (Vision Paper).
ACM Trans. Spatial Algorithms Syst., June, 2024

Strategic allocation of landmarks to reduce uncertainty in indoor navigation.
Comput. Environ. Urban Syst., 2024

Contrastive Graph Autoencoder for Shape-based Polygon Retrieval from Large Geometry Datasets.
Trans. Mach. Learn. Res., 2024

Traffic count estimation using crowd-sourced trajectory data in the absence of dedicated infrastructure.
Pervasive Mob. Comput., 2024

Mapping in harmony: Co-designing user interfaces for conflict management on OSM.
Int. J. Hum. Comput. Stud., 2024

Causal Inference for Spatial Data Analytics (Dagstuhl Seminar 24202).
Dagstuhl Reports, 2024

Learning Geometric Invariant Features for Classification of Vector Polygons with Graph Message-passing Neural Network.
CoRR, 2024

LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes.
CoRR, 2024

2023
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities.
IEEE Trans. Intell. Transp. Syst., November, 2023

Traffic Count Estimation at Basis Links Without Path Flow and Historic Data.
IEEE Trans. Intell. Transp. Syst., October, 2023

Granularity of origins and clustering destinations in indoor wayfinding.
Comput. Environ. Urban Syst., 2023

Location Aware Modular Biencoder for Tourism Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

Selecting Landmarks for Wayfinding Assistance Based on Advance Visibility.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Producer Conflict Management Approaches in Online Peer Production Communities - Case Study of OpenStreetMap.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Assessing Mapper Conflict in OpenStreetMap Using the Delphi Survey Method.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Map-Matching Error Identification in the Absence of Ground Truth.
ISPRS Int. J. Geo Inf., 2022

Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models.
Int. J. Geogr. Inf. Sci., 2022

Templates of generic geographic information for answering where-questions.
Int. J. Geogr. Inf. Sci., 2022

Urban Mobility Analytics (Dagstuhl Seminar 22162).
Dagstuhl Reports, 2022

Translating Place-Related Questions to GeoSPARQL Queries.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

MultiSpanQA: A Dataset for Multi-Span Question Answering.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Digital Twin Setup for Safety-aware Optimization of a Cyber-physical System.
Proceedings of the 19th International Conference on Informatics in Control, 2022

Perceptions of Qualitative Spatial Arrangements of Three Objects.
Proceedings of the 15th International Conference on Spatial Information Theory, 2022

An Entropy-Based Model for Indoor Self-Localization Through Dialogue (Short Paper).
Proceedings of the 15th International Conference on Spatial Information Theory, 2022

Spatial and Spatiotemporal Matching Framework for Causal Inference (Short Paper).
Proceedings of the 15th International Conference on Spatial Information Theory, 2022

2021
Detecting Unsigned Physical Road Incidents From Driver-View Images.
IEEE Trans. Intell. Veh., 2021

There is no way! Ternary qualitative spatial reasoning for error detection in map data.
Trans. GIS, 2021

Identification of parking spaces from multi-modal trajectory data.
Trans. GIS, 2021

RIM: a ray intersection model for the analysis of the between relationship of spatial objects in a 2D plane.
Int. J. Geogr. Inf. Sci., 2021

Spatial concepts in the conversation with a computer.
Commun. ACM, 2021

2020
Unsigned Road Incidents.
Dataset, April, 2020

Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors.
ACM Trans. Sens. Networks, 2020

Harnessing spatio-temporal patterns in data for nominal attribute imputation.
Trans. GIS, 2020

Origin-Destination Flow Estimation from Link Count Data Only.
Sensors, 2020

Place facets: a systematic literature review.
Spatial Cogn. Comput., 2020

From small sets of GPS trajectories to detailed movement profiles: quantifying personalized trip-dependent movement diversity.
Int. J. Geogr. Inf. Sci., 2020

Progress in computational movement analysis - towards movement data science.
Int. J. Geogr. Inf. Sci., 2020

Target Word Masking for Location Metonymy Resolution.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Discovery of topological constraints on spatial object classes using a refined topological model.
J. Spatial Inf. Sci., 2019

Infrastructure-Independent Indoor Localization and Navigation.
ACM Comput. Surv., 2019

UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Initial Analysis of Simple Where-Questions and Human-Generated Answers (Short Paper).
Proceedings of the 14th International Conference on Spatial Information Theory, 2019

Place Questions and Human-Generated Answers: A Data Analysis Approach.
Proceedings of the Geospatial Technologies for Local and Regional Development, 2019

2018
A Location-Query-Browse Graph for Contextual Recommendation.
IEEE Trans. Knowl. Data Eng., 2018

A Graph Database Model for Knowledge Extracted from Place Descriptions.
ISPRS Int. J. Geo Inf., 2018

Travelers or locals? Identifying meaningful sub-populations from human movement data in the absence of ground truth.
EPJ Data Sci., 2018

Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces.
EPJ Data Sci., 2018

Shopping intent recognition and location prediction from cyber-physical activities via wi-fi logs.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Identifying In-App User Actions from Mobile Web Logs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Contextual Location Imputation for Confined WiFi Trajectories.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Deriving place graphs from spatial databases.
Proceedings of the 5th Annual Academic Research Stream at the Locate Conference, 2018

A Critical Look at Cryptogovernance of the Real World: Challenges for Spatial Representation and Uncertainty on the Blockchain (Short Paper).
Proceedings of the 10th International Conference on Geographic Information Science, 2018

2017
Indoor localization and navigation independent of sensor based technologies.
ACM SIGSPATIAL Special, 2017

D-Log: A WiFi Log-based differential scheme for enhanced indoor localization with single RSSI source and infrequent sampling rate.
Pervasive Mob. Comput., 2017

Analyzing Web behavior in indoor retail spaces.
J. Assoc. Inf. Sci. Technol., 2017

Integrating Decentralized Indoor Evacuation with Information Depositories in the Field.
ISPRS Int. J. Geo Inf., 2017

Ripe for the picking? Dataset maturity assessment based on temporal dynamics of feature definitions.
Int. J. Geogr. Inf. Sci., 2017

Understanding Indoor Behavior: Where, What, with Whom?
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Finding equivalent keys in openstreetmap: semantic similarity computation based on extensional definitions.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017

2016
Knowing Whether Spatio-Temporal Analysis Procedures Are Applicable to Datasets.
Proceedings of the Formal Ontology in Information Systems, 2016

2015
Modeling coordinated multiple views of heterogeneous data cubes for urban visual analytics.
Int. J. Digit. Earth, 2015

The Australia urban research gateway.
Concurr. Comput. Pract. Exp., 2015

Defensive Wayfinding: Incongruent Information in Route Following.
Proceedings of the Spatial Information Theory - 12th International Conference, 2015

2014
ISA 2013 workshop report: a report on the Fifth International Workshop on Indoor Spatial Awareness: (Orlando, Florida, USA - November 5, 2013).
ACM SIGSPATIAL Special, 2014

A new method for improving Wi-Fi-based indoor positioning accuracy.
J. Locat. Based Serv., 2014

A new approach for indoor customer tracking based on a single Wi-Fi connection.
Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Elastic Scaling of e-Infrastructures to Support Data-Intensive Research Collaborations.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

How People Use the Web in Large Indoor Spaces.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Describing the functional spatial structure of urban environments.
Comput. Environ. Urban Syst., 2013

User evaluation of automatically generated keywords and toponyms for geo-referenced images.
J. Assoc. Inf. Sci. Technol., 2013

Decentralized orchestration of data-centric workflows in Cloud environments.
Future Gener. Comput. Syst., 2013

The Urban Research Gateway for Australia: Development of a Federated, Multi-disciplinary Research e-Infrastructure.
Proceedings of the 5th International Workshop on Science Gateways, 2013

A lightweight authorization mechanism for spatially enabled health data services.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Use of GIS in Public Health, 2013

From Descriptions to Depictions: A Conceptual Framework.
Proceedings of the Spatial Information Theory - 11th International Conference, 2013

2012
Security Attribute Aggregation Models for E-research Collaborations.
Proceedings of the 11th IEEE International Conference on Trust, 2012

The design of a flexible web-based analytical platform for urban research.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

A data-driven urban research environment for Australia.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Decentralized Orchestration of Data-centric Workflows Using the Object Modeling System.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
Towards an e-Infrastructure for Urban Research across Australia.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

2010
Automatic image captioning from the web for GPS photographs.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

2009
<i>Venice, City of Canals: </i> Characterizing Regions through Content Classification.
Trans. GIS, 2009

Pragmatic Construction of Destination Descriptions for Urban Environments.
Spatial Cogn. Comput., 2009

Identification of Practically Visible Spatial Objects in Natural Environments.
Proceedings of the Advances in GIScience, 2009

2008
Experiential hierarchies of streets.
Comput. Environ. Urban Syst., 2008

A dialog-driven process of generating route directions.
Comput. Environ. Urban Syst., 2008


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