Goce Trajcevski

Orcid: 0000-0002-8839-6278

Affiliations:
  • Iowa State University, Ames, IA, USA
  • Northwestern University, Illinois, USA (former)


According to our database1, Goce Trajcevski authored at least 242 papers between 1996 and 2024.

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Bibliography

2024
Information Cascade Popularity Prediction via Probabilistic Diffusion.
IEEE Trans. Knowl. Data Eng., December, 2024

Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst., June, 2024

Score-based Graph Learning for Urban Flow Prediction.
ACM Trans. Intell. Syst. Technol., June, 2024

Predicting Human Mobility via Self-Supervised Disentanglement Learning.
IEEE Trans. Knowl. Data Eng., May, 2024

Data Issues in High-Definition Maps Furniture - A Survey.
ACM Trans. Spatial Algorithms Syst., March, 2024

Inferring Real Mobility in Presence of Fake Check-ins Data.
ACM Trans. Intell. Syst. Technol., February, 2024

Learning Spatiotemporal Manifold Representation for Probabilistic Land Deformation Prediction.
IEEE Trans. Cybern., January, 2024

Overcoming Catastrophic Forgetting in Continual Fine-Grained Urban Flow Inference.
ACM Trans. Spatial Algorithms Syst., 2024

Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions.
Inf. Syst., 2024

Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection.
CoRR, 2024

Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Data and Resources for Combining Point of Interest Semantics, Locations, and Road Networks.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Bond-Aware Moving Clusters of Atomic Trajectories with Relaxed Persistency.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk Bootstrap.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Detecting and Visualizing Bond-Forming Convoys in Atomic and Molecular Trajectories.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Faithful Trip Recommender Using Diffusion Guidance (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference.
IEEE Trans. Big Data, December, 2023

Searching semantically diverse paths.
Distributed Parallel Databases, December, 2023

MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks.
IEEE Trans. Knowl. Data Eng., November, 2023

Geographic-Region Monitoring by Drones in Adversarial Environments.
ACM Trans. Spatial Algorithms Syst., September, 2023

Distance, Origin and Category Constrained Paths.
ACM Trans. Spatial Algorithms Syst., September, 2023

Uncertainty-Aware Heterogeneous Representation Learning in POI Recommender Systems.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Adversarial Human Trajectory Learning for Trip Recommendation.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction.
IEEE Trans. Knowl. Data Eng., April, 2023

Dynamic transformer ODEs for large-scale reservoir inflow forecasting.
Knowl. Based Syst., 2023

A Universal Scheme for Partitioned Dynamic Shortest Path Index.
CoRR, 2023

Towards Mobility Data Science (Vision Paper).
CoRR, 2023

RouteDOC: Routing with Distance, Origin and Category Constraints (Demonstration Paper).
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A System for Collaborative Surveillance of Geographic Areas by Fleet of Drones.
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

Geo-Awareness of Learnt Citations Prediction for Scientific Publications (Demo Paper).
Proceedings of the 7th ACM SIGSPATIAL Workshop on Location-based Recommendations, 2023

TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Open Anomalous Trajectory Recognition via Probabilistic Metric Learning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Diffusion Probabilistic Modeling for Fine-Grained Urban Traffic Flow Inference with Relaxed Structural Constraint.
Proceedings of the IEEE International Conference on Acoustics, 2023

Spatial Data Management for Green Mobility.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Contrastive Trajectory Learning for Tour Recommendation.
ACM Trans. Intell. Syst. Technol., 2022

MetaMove: On Improving Human Mobility Classification and Prediction via Metalearning.
IEEE Trans. Cybern., 2022

Identifying IP Usage Scenarios: Problems, Data, and Benchmarks.
IEEE Netw., 2022

Transformer-enhanced Hawkes process with decoupling training for information cascade prediction.
Knowl. Based Syst., 2022

Heterogeneous dynamical academic network for learning scientific impact propagation.
Knowl. Based Syst., 2022

Multi-view learning with distinguishable feature fusion for rumor detection.
Knowl. Based Syst., 2022

Contextual spatio-temporal graph representation learning for reinforced human mobility mining.
Inf. Sci., 2022

Identifying user geolocation with Hierarchical Graph Neural Networks and explainable fusion.
Inf. Fusion, 2022

HydroFlow: Towards probabilistic electricity demand prediction using variational autoregressive models and normalizing flows.
Int. J. Intell. Syst., 2022

Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports, 2022

A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances.
ACM Comput. Surv., 2022

Learning Latent Seasonal-Trend Representations for Time Series Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Wind awareness for energy consumption in drone simulations (demo paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Maximum Range-Sum for Dynamically Occurring Objects with Decaying Weights.
Proceedings of the Advances in Databases and Information Systems, 2022

Generalization Aware Compression of Molecular Trajectories.
Proceedings of the Advances in Databases and Information Systems, 2022

Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

A Probabilistic Framework for Land Deformation Prediction (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Dynamic Manifold Learning for Land Deformation Forecasting.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

TINET: Triangulated Irregular Networks Evolving in Time.
Proceedings of the Spatial Gems, Volume 1, 2022

2021
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models.
IEEE Trans. Neural Networks Learn. Syst., 2021

Uncertainty-aware network alignment.
Int. J. Intell. Syst., 2021

Improving human mobility identification with trajectory augmentation.
GeoInformatica, 2021


Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Towards Predicting Vehicular Data Consumption.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

UGASP: User and Group Aware Shopping Planner.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

HGENA: A Hyperbolic Graph Embedding Approach for Network Alignment.
Proceedings of the IEEE Global Communications Conference, 2021

Kernel-Based Structural-Temporal Cascade Learning for Popularity Prediction.
Proceedings of the IEEE Global Communications Conference, 2021

Semantically Diverse Paths with Range and Origin Constraints.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

CSD-CMAD: Coupling Similarity and Diversity for Clustering Multivariate Astrophysics Data.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Semantically Diverse Constrained Queries.
Proceedings of the New Trends in Database and Information Systems, 2021

Land Deformation Prediction via Slope-Aware Graph Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Hybrid graph convolutional networks with multi-head attention for location recommendation.
World Wide Web, 2020

Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation.
ACM Trans. Spatial Algorithms Syst., 2020

The 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020): virtual, online, USA November 3-6, 2020: conference report.
ACM SIGSPATIAL Special, 2020

Conference report: The 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2019): Chicago, Illinois, USA, November 5-8, 2019.
ACM SIGSPATIAL Special, 2020

Recommendation via Collaborative Autoregressive Flows.
Neural Networks, 2020

Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting.
IEEE Internet Things J., 2020

Session-based recommendation via flow-based deep generative networks and Bayesian inference.
Neurocomputing, 2020

Conditional MaxRS Query for Evolving Spatial Data.
Frontiers Big Data, 2020

A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact.
CoRR, 2020

Continual Graph Learning.
CoRR, 2020

TOSNOS: To Online Shop, or Not-to Online Shop - Enabling Combined Improvements.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Managing Uncertainty in Evolving Geo-Spatial Data.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Semantically Diverse Path Search.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Forecasting the Evolution of Hydropower Generation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Variational Information Diffusion for Probabilistic Cascades Prediction.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Fast Network Alignment via Graph Meta-Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Enhancing Urban Flow Maps via Neural ODEs.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Adversity-based Social Circles Inference via Context-Aware Mobility.
Proceedings of the IEEE Global Communications Conference, 2020

Unsupervised User Identity Linkage via Graph Neural Networks.
Proceedings of the IEEE Global Communications Conference, 2020

Meta-Learned User Preference for Topic Participation Prediction.
Proceedings of the IEEE Global Communications Conference, 2020

Continual Information Cascade Learning.
Proceedings of the IEEE Global Communications Conference, 2020

Semantically Augmented Range Queries over Heterogeneous Geospatial Data.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

CET-LATS: Compressing Evolution of TINs from Location Aware Time Series.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Interpreting Twitter User Geolocation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
The 1st ACM SIGSPATIAL International Workshop on Computing with Multifaceted Movement Data (MOVE++ 2019).
ACM SIGSPATIAL Special, 2019

Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference.
IEEE Access, 2019

Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding.
IEEE Access, 2019

Predicting Human Mobility via Variational Attention.
Proceedings of the World Wide Web Conference, 2019

Adversarial Point-of-Interest Recommendation.
Proceedings of the World Wide Web Conference, 2019

Context-aware Variational Trajectory Encoding and Human Mobility Inference.
Proceedings of the World Wide Web Conference, 2019

Variational Session-based Recommendation Using Normalizing Flows.
Proceedings of the World Wide Web Conference, 2019

Fine-Grained Diversification of Proximity Constrained Queries on Road Networks.
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

Information Cascades Modeling via Deep Multi-Task Learning.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

LaCAVR: Load and Constraints Aware Vehicle Rerouting.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Disentangled Network Alignment with Matching Explainability.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Frosting Weights for Better Continual Training.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Information Diffusion Prediction via Recurrent Cascades Convolution.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Real-Time Applications Using High Resolution 3D Objects in High Definition Maps (Systems Paper).
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

DeepTrip: Adversarially Understanding Human Mobility for Trip Recommendation.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Local Temporal Compression for (Globally) Evolving Spatial Surfaces.
Proceedings of the Big Data Analytics - 7th International Conference, 2019

2018
Compression of Mobile Location Data.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

High definition maps in urban context.
ACM SIGSPATIAL Special, 2018

The 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017) Redondo Beach, California, USA November 7-10, 2017: conference report.
ACM SIGSPATIAL Special, 2018

Secure transmission of multimedia contents over low-power mobile devices.
J. Inf. Secur. Appl., 2018

Maximizing area-range sum for spatial shapes (MAxRS<sup>3</sup>).
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

Targets and Shapes Tracking (Advanced Seminar).
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

DeepLink: A Deep Learning Approach for User Identity Linkage.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Trajectory-User Linking via Variational AutoEncoder.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Continuous Maintenance of Range Sum Heat Maps.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Trajectory-based social circle inference.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

vec2Link: Unifying Heterogeneous Data for Social Link Prediction.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Location-Awareness in Time Series Compression.
Proceedings of the Advances in Databases and Information Systems, 2018

2017
Moving Object Uncertainty.
Proceedings of the Encyclopedia of GIS., 2017

ACM SIGSPATIAL 2016 conference report: the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016): San Francisco Bay Area, California, USA October 31-November 36, 2016.
ACM SIGSPATIAL Special, 2017

SILVERBACK+: scalable association mining via fast list intersection for columnar social data.
Knowl. Inf. Syst., 2017

Privacy-preserving detection of anomalous phenomena in crowdsourced environmental sensing using fine-grained weighted voting.
GeoInformatica, 2017

Efficient detection of motion-trend predicates in wireless sensor networks.
Comput. Commun., 2017

Bypassing holes in sensor networks: Load-balance vs. latency.
Ad Hoc Networks, 2017

High-Definition Digital Elevation Model System Vision Paper.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Class-based Conditional MaxRS Query in Spatial Data Streams.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Visualization of Range-Constrained Optimal Density Clustering of Trajectories.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Distributed In-Network Processing of k-MaxRS in Wireless Sensor Networks.
Proceedings of the 6th International Conference on Sensor Networks (SENSORNETS 2017), 2017

Probabilistic Speed Profiling for Multi-Lane Road Networks.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Identifying Human Mobility via Trajectory Embeddings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Handling Uncertainty in Geo-Spatial Data.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Accurate vehicle self-localization in high definition map dataset.
Proceedings of the 1st ACM SIGSPATIAL Workshop on High-Precision Maps and Intelligent Applications for Autonomous Vehicles, 2017

Towards Efficient Maintenance of Continuous MaxRS Query for Trajectories.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Spatio-Temporal Evolution of Scientific Knowledge.
Proceedings of the New Trends in Databases and Information Systems, 2017

2016
Introduction to this Special Issue: Spatio-Temporal Uncertainty.
ACM SIGSPATIAL Special, 2016

Report from industrial workshop: ACM SIGSPATIAL 2015 Industrial Workshop Seattle, Washington, USA - November 2, 2015.
ACM SIGSPATIAL Special, 2016

Towards fusing uncertain location data from heterogeneous sources.
GeoInformatica, 2016

Security of electrostatic field persistent routing: Attacks and defense mechanisms.
Ad Hoc Networks, 2016

Compression of Spatio-temporal Data.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Incorporating Weather Updates for Public Transportation Users of Recommendation Systems.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Clustering Speed in Multi-lane Traffic Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Tracking Uncertain Shapes with Probabilistic Bounds in Sensor Networks.
Proceedings of the Advances in Databases and Information Systems, 2016

2015
Energy Efficient Data Indexing and Query Processing for Static and Mobile Wireless Sensor Networks.
Int. J. Next Gener. Comput., 2015

Minimal Spatio-Temporal Database Repairs.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Privacy-Preserving Detection of Anomalous Phenomena in Crowdsourced Environmental Sensing.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Demo: Distributed MaxRS in Wireless Sensor Networks.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Digital Terrain Model Generation using LiDAR Ground Points.
Proceedings of the 1st International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2015

Semantics-Aware Warehousing of Symbolic Trajectories.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming, 2015

Fusion of uncertain location data from heterogeneous sources.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

2014
Efficient location aware intrusion detection to protect mobile devices.
Pers. Ubiquitous Comput., 2014

Managing evolving shapes in sensor networks.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Evolving shapes in wireless sensor networks.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Energy Efficient Resource Distribution for Mobile Wireless Sensor Networks.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Managing uncertainty in spatial and spatio-temporal data.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

The tale of (fusing) two uncertainties.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Euler histogram tree: a spatial data structure for aggregate range queries on vehicle trajectories.
Proceedings of the IWCTS 2014, 2014

2013
Experimental comparison of representation methods and distance measures for time series data.
Data Min. Knowl. Discov., 2013

Energy Efficient In-Network Data Indexing for Mobile Wireless Sensor Networks.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Voronoi trees for hierarchical in-network data and space abstractions in wireless sensor networks.
Proceedings of the 16th ACM International Conference on Modeling, 2013

On the link(s) between "D" and "A" in Mobile Data Analytics.
Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

P<sup>2</sup>EST: parallelization philosophies for evaluating spatio-temporal queries.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013

Minimal spatio-temporal database repairs.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Time-Series Data Clustering.
Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012
Deflection-Aware Tracking-Principal Selection in Active Wireless Sensor Networks.
IEEE Trans. Veh. Technol., 2012

Collaborative reactive behavior in heterogeneous wireless sensor networks.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Load balancing for processing spatio-temporal queries in multi-core settings.
Proceedings of the Eleventh ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2012

Motion Trends Detection in Wireless Sensor Networks.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Sensor synchronization for energy efficient multiple object tracking.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

Approximate hybrid query processing in wireless sensor networks.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Distributed data management for large-scale wireless sensor networks simulations.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Similarity in (spatial, temporal and) spatio-temporal datasets.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Collaborative coupling of sensing and actuation: uncertainty beyond querying.
Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012

Materialized Views for Count Aggregates of Spatial Data.
Proceedings of the Advances in Databases and Information Systems, 2012

2011
Ranking continuous nearest neighbors for uncertain trajectories.
VLDB J., 2011

Controlled Multi-Path Routing in Sensor Networks Using Bezier Curves.
Comput. J., 2011

Protecting Private Data on Mobile Systems based on Spatio-temporal Analysis.
Proceedings of the PECCS 2011, 2011

Tracking Coverage throughout Epochs with Bounded Uncertainty.
Proceedings of The Tenth IEEE International Symposium on Networking Computing and Applications, 2011

Towards Multicore Processing of Spatio-temporal Range Queries.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

Probabilistic range queries for uncertain trajectories on road networks.
Proceedings of the EDBT 2011, 2011

Efficient parameter variation sampling for architecture simulations.
Proceedings of the Design, Automation and Test in Europe, 2011

Processing (Multiple) Spatio-temporal Range Queries in Multicore Settings.
Proceedings of the Advances in Databases and Information Systems, 2011

Uncertainty in Spatial Trajectories.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Trajectory Data Reduction in Wireless Sensor Networks.
Int. J. Next Gener. Comput., 2010

Experimental Comparison of Representation Methods and Distance Measures for Time Series Data
CoRR, 2010

Tracking-Based Trajectory Data Reduction in Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2010

Efficient Intrusion Detection for Mobile Devices Using Spatio-temporal Mobility Patterns.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2010

Uncertain Range Queries for Necklaces.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Sensing, Triggers and Mobile (Meta)Data.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Improving the Energy Balance of Field-Based Routing in Wireless Sensor Networks.
Proceedings of the Global Communications Conference, 2010

Selecting tracking principals with epoch awareness.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Collaborative knowledge management and data discovery: The challenges and opportunities ahead.
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

2009
Compression of Mobile Location Data.
Proceedings of the Encyclopedia of Database Systems, 2009

Managing context evolution in pervasive environments.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

A Case for Meta-Triggers in Wireless Sensor Networks.
Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

Range queries for mobile objects in wireless sensor networks.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Continuous probabilistic nearest-neighbor queries for uncertain trajectories.
Proceedings of the EDBT 2009, 2009

2008
Active Database Systems.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Moving Object Uncertainty.
Proceedings of the Encyclopedia of GIS., 2008

Querying and mining of time series data: experimental comparison of representations and distance measures.
Proc. VLDB Endow., 2008

Efficient Maintenance of Continuous Queries for Trajectories.
GeoInformatica, 2008

Efficient Similarity Join of Large Sets of Moving Object Trajectories.
Proceedings of the 15th International Symposium on Temporal Representation and Reasoning, 2008

SIDnet-SWANS: a simulator and integrated development platform for sensor networks applications.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

Alternating multiple tributaries + deltas.
Proceedings of the 5th Workshop on Data Management for Sensor Networks, 2008

2007
BORA: Routing and Aggregation for Distributed Processing of Spatio-Temporal Range Queries.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

Dynamics-aware similarity of moving objects trajectories.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

2006
Spatio-temporal data reduction with deterministic error bounds.
VLDB J., 2006

OMCAT: optimal maintenance of continuous queries' answers for trajectories.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

On-line data reduction and the quality of history in moving objects databases.
Proceedings of the Fifth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2006

CAR: Controlled Adjustment of Routes and Sensor Networks Lifetime.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Adaptive and Context-Aware Reconciliation of Reactive and Pro-active Behavior in Evolving Systems.
Proceedings of the Active Conceptual Modeling of Learning, 2006

Evolving Triggers for Dynamic Environments.
Proceedings of the Advances in Database Technology, 2006

2005
Context-aware optimization of continuous range queries maintenance for trajectories.
Proceedings of the 4th ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2005

Dynamic topological predicates and notifications in moving objects databases.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

2004
Managing uncertainty in moving objects databases.
ACM Trans. Database Syst., 2004

Reactive maintenance of continuous queries.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2004

CAT: orrect nswers of Continuous Queries Using riggers.
Proceedings of the Advances in Database Technology, 2004

Mission-critical management of mobile sensors: or, how to guide a flock of sensors.
Proceedings of the 1st Workshop on Data Management for Sensor Networks, 2004

2003
Probabilistic range queries in moving objects databases with uncertainty.
Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2003

Triggers and Continuous Queries in Moving Objects Database.
Proceedings of the 14th International Workshop on Database and Expert Systems Applications (DEXA'03), 2003

2002
Managing Uncertain Trajectories of Moving Objects with Domino.
Proceedings of the ICEIS 2002, 2002

Management of Dynamic Location Information in DOMINO.
Proceedings of the Advances in Database Technology, 2002

The Geometry of Uncertainty in Moving Objects Databases.
Proceedings of the Advances in Database Technology, 2002

Real-Time Traffic Updates in Moving Objects Databases.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

2001
Formalizing and Reasoning About the Requirements Specifications of Workflow Systems.
Int. J. Cooperative Inf. Syst., 2001

2000
Formalizing (and Reasoning About) the Specifications of Workflows.
Proceedings of the Cooperative Information Systems, 7th International Conference, 2000

1997
Minimal and Consistent Evolution of Knowledge Bases.
J. Appl. Non Class. Logics, 1997

Formal Characterizations of Active Databases: Part II.
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997

1996
Meta Updater: An Interactive Tool for Minimal View Updates in Knowledge Bases.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996


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