Meta Updater: An Interactive Tool for Minimal View Updates in Knowledge Bases. - Goce Trajcevski; Jorge Lobo 001; Naveen Grover (ICTAI, 1996)

Formal Characterizations of Active Databases: Part II. - Chitta Baral; Jorge Lobo 001; Goce Trajcevski (DOOD, 1997)

Minimal and Consistent Evolution of Knowledge Bases. - Jorge Lobo 001; Goce Trajcevski (J. Appl. Non Class. Logics, 1997)

Formalizing (and Reasoning About) the Specifications of Workflows. - Goce Trajcevski; Chitta Baral; Jorge Lobo 001 (CoopIS, 2000)

Formalizing and Reasoning About the Requirements Specifications of Workflow Systems. - Goce Trajcevski; Chitta Baral; Jorge Lobo 001 (Int. J. Cooperative Inf. Syst., 2001)

Real-Time Traffic Updates in Moving Objects Databases. - Goce Trajcevski; Ouri Wolfson; Bo Xu 001; Peter C. Nelson (DEXA Workshops, 2002)

The Geometry of Uncertainty in Moving Objects Databases. - Goce Trajcevski; Ouri Wolfson; Fengli Zhang; Sam Chamberlain (EDBT, 2002)

Management of Dynamic Location Information in DOMINO. - Ouri Wolfson; Hu Cao; Hai Lin; Goce Trajcevski; Fengli Zhang; Naphtali Rishe (EDBT, 2002)

Managing Uncertain Trajectories of Moving Objects with Domino. - Goce Trajcevski; Ouri Wolfson; Hu Cao; Hai Lin; Fengli Zhang; Naphtali Rishe (ICEIS, 2002)

Triggers and Continuous Queries in Moving Objects Database. - Goce Trajcevski; Peter Scheuermann (DEXA Workshops, 2003)

Probabilistic range queries in moving objects databases with uncertainty. - Goce Trajcevski (MobiDE, 2003)

Mission-critical management of mobile sensors: or, how to guide a flock of sensors. - Goce Trajcevski; Peter Scheuermann; Hervé Brönnimann (DMSN, 2004)

CAT: orrect nswers of Continuous Queries Using riggers. - Goce Trajcevski; Peter Scheuermann; Ouri Wolfson; Nimesh Nedungadi (EDBT, 2004)

Reactive maintenance of continuous queries. - Goce Trajcevski; Peter Scheuermann (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2004)

Managing uncertainty in moving objects databases. - Goce Trajcevski; Ouri Wolfson; Klaus H. Hinrichs; Sam Chamberlain (ACM Trans. Database Syst., 2004)

Dynamic topological predicates and notifications in moving objects databases. - Goce Trajcevski; Peter Scheuermann; Hervé Brönnimann; Agnès Voisard (Mobile Data Management, 2005)

Context-aware optimization of continuous range queries maintenance for trajectories. - Goce Trajcevski; Hui Ding 004; Peter Scheuermann (MobiDE, 2005)

Evolving Triggers for Dynamic Environments. - Goce Trajcevski; Peter Scheuermann; Oliviu Ghica; Annika Hinze; Agnès Voisard (EDBT, 2006)

Adaptive and Context-Aware Reconciliation of Reactive and Pro-active Behavior in Evolving Systems. - Goce Trajcevski; Peter Scheuermann (Active Conceptual Modeling of Learning, 2006)

CAR: Controlled Adjustment of Routes and Sensor Networks Lifetime. - Goce Trajcevski; Oliviu Ghica; Peter Scheuermann (MDM, 2006)

On-line data reduction and the quality of history in moving objects databases. - Goce Trajcevski; Hu Cao; Peter Scheuermann; Ouri Wolfson; Dennis Vaccaro (MobiDE, 2006)

OMCAT: optimal maintenance of continuous queries' answers for trajectories. - Hui Ding 004; Goce Trajcevski; Peter Scheuermann (SIGMOD Conference, 2006)

Spatio-temporal data reduction with deterministic error bounds. - Hu Cao; Ouri Wolfson; Goce Trajcevski (VLDB J., 2006)

Dynamics-aware similarity of moving objects trajectories. - Goce Trajcevski; Hui Ding 004; Peter Scheuermann; Roberto Tamassia; Dennis Vaccaro (GIS, 2007)

BORA: Routing and Aggregation for Distributed Processing of Spatio-Temporal Range Queries. - Goce Trajcevski; Hui Ding 004; Peter Scheuermann; Isabel F. Cruz (MDM, 2007)

Alternating multiple tributaries + deltas. - Goce Trajcevski; Oliviu Ghica; Peter Scheuermann; Roberto Tamassia; Isabel F. Cruz (DMSN, 2008)

SIDnet-SWANS: a simulator and integrated development platform for sensor networks applications. - Oliviu Ghica; Goce Trajcevski; Peter Scheuermann; Zachary S. Bischof; Nikolay Valtchanov (SenSys, 2008)

Efficient Similarity Join of Large Sets of Moving Object Trajectories. - Hui Ding 004; Goce Trajcevski; Peter Scheuermann (TIME, 2008)

Efficient Maintenance of Continuous Queries for Trajectories. - Hui Ding 004; Goce Trajcevski; Peter Scheuermann (GeoInformatica, 2008)

Querying and mining of time series data: experimental comparison of representations and distance measures. - Hui Ding 004; Goce Trajcevski; Peter Scheuermann; Xiaoyue Wang 004; Eamonn J. Keogh (Proc. VLDB Endow., 2008)

Moving Object Uncertainty. - Goce Trajcevski; Peter Scheuermann (Encyclopedia of GIS, 2008)

Active Database Systems. - Peter Scheuermann; Goce Trajcevski (Wiley Encyclopedia of Computer Science and Engineering, 2008)

Continuous probabilistic nearest-neighbor queries for uncertain trajectories. - Goce Trajcevski; Roberto Tamassia; Hui Ding 004; Peter Scheuermann; Isabel F. Cruz (EDBT, 2009)

Range queries for mobile objects in wireless sensor networks. - Goce Trajcevski; Zachary S. Bischof; Peter Scheuermann (GIS, 2009)

A Case for Meta-Triggers in Wireless Sensor Networks. - Goce Trajcevski; Nikolay Valtchanov; Oliviu Ghica; Peter Scheuermann (NCA, 2009)

Managing context evolution in pervasive environments. - Goce Trajcevski; Peter Scheuermann (PETRA, 2009)

Compression of Mobile Location Data. - Goce Trajcevski; Ouri Wolfson; Peter Scheuermann (Encyclopedia of Database Systems, 2009)

Collaborative knowledge management and data discovery: The challenges and opportunities ahead. - Goce Trajcevski; Aris M. Ouksel (CTS, 2010)

Selecting tracking principals with epoch awareness. - Oliviu Ghica; Goce Trajcevski; Fan Zhou 002; Roberto Tamassia; Peter Scheuermann (GIS, 2010)

Improving the Energy Balance of Field-Based Routing in Wireless Sensor Networks. - Goce Trajcevski; Oliviu Ghica; Peter Scheuermann; Marco Zuniga; René Schubotz; Manfred Hauswirth (GLOBECOM, 2010)

Sensing, Triggers and Mobile (Meta)Data. - Goce Trajcevski; Alok N. Choudhary; Peter Scheuermann (Mobile Data Management, 2010)

Uncertain Range Queries for Necklaces. - Goce Trajcevski; Alok N. Choudhary; Ouri Wolfson; Li Ye; Gang Li (Mobile Data Management, 2010)

Efficient Intrusion Detection for Mobile Devices Using Spatio-temporal Mobility Patterns. - Sausan Yazji; Robert P. Dick; Peter Scheuermann; Goce Trajcevski (MobiQuitous, 2010)

Tracking-Based Trajectory Data Reduction in Wireless Sensor Networks. - Goce Trajcevski; Oliviu Ghica; Peter Scheuermann (SUTC/UMC, 2010)

Experimental Comparison of Representation Methods and Distance Measures for Time Series Data - Xiaoyue Wang 004; Hui Ding 004; Goce Trajcevski; Peter Scheuermann; Eamonn J. Keogh (CoRR, 2010)

Trajectory Data Reduction in Wireless Sensor Networks. - Oliviu Ghica; Goce Trajcevski; Ouri Wolfson; Ugo A. Buy; Peter Scheuermann; Fan Zhou 002; Dennis Vaccaro (Int. J. Next Gener. Comput., 2010)

Uncertainty in Spatial Trajectories. - Goce Trajcevski (Computing with Spatial Trajectories, 2011)

Processing (Multiple) Spatio-temporal Range Queries in Multicore Settings. - Goce Trajcevski; Anan Yaagoub; Peter Scheuermann (ADBIS, 2011)

Efficient parameter variation sampling for architecture simulations. - Feng Lu; Russ Joseph; Goce Trajcevski; Song Liu (DATE, 2011)

Probabilistic range queries for uncertain trajectories on road networks. - Kai Zheng 001; Goce Trajcevski; Xiaofang Zhou 001; Peter Scheuermann (EDBT, 2011)

Towards Multicore Processing of Spatio-temporal Range Queries. - Goce Trajcevski; Anan Yaagoub; Peter Scheuermann (Mobile Data Management (1), 2011)

Tracking Coverage throughout Epochs with Bounded Uncertainty. - Fan Zhou 002; Goce Trajcevski; Besim Avci (NCA, 2011)

Protecting Private Data on Mobile Systems based on Spatio-temporal Analysis. - Sausan Yazji; Robert P. Dick; Peter Scheuermann; Goce Trajcevski (PECCS, 2011)

Controlled Multi-Path Routing in Sensor Networks Using Bezier Curves. - Oliviu Ghica; Goce Trajcevski; Peter Scheuermann; Nikolay Valtchanov; Zachary S. Bischof (Comput. J., 2011)

Ranking continuous nearest neighbors for uncertain trajectories. - Goce Trajcevski; Roberto Tamassia; Isabel F. Cruz; Peter Scheuermann; David Hartglass; Christopher Zamierowski (VLDB J., 2011)

Materialized Views for Count Aggregates of Spatial Data. - Anan Yaagoub; Xudong Liu; Goce Trajcevski; Egemen Tanin; Peter Scheuermann (ADBIS, 2012)

Collaborative coupling of sensing and actuation: uncertainty beyond querying. - Goce Trajcevski (CTS, 2012)

Similarity in (spatial, temporal and) spatio-temporal datasets. - Dimitrios Gunopulos; Goce Trajcevski (EDBT, 2012)

Distributed data management for large-scale wireless sensor networks simulations. - Stephen Wylie; James Heide; Besim Avci; Dennis Vaccaro; Oliviu Ghica; Goce Trajcevski (EDBT, 2012)

Approximate hybrid query processing in wireless sensor networks. - Mohamed M. Ali Mohamed; Ashfaq A. Khokhar; Goce Trajcevski; Rashid Ansari; Aris M. Ouksel (SIGSPATIAL/GIS, 2012)

Sensor synchronization for energy efficient multiple object tracking. - Fan Zhou 002; Goce Trajcevski; Besim Avci; Peter Scheuermann (ICNSC, 2012)

Motion Trends Detection in Wireless Sensor Networks. - Goce Trajcevski; Besim Avci; Fan Zhou 002; Roberto Tamassia; Peter Scheuermann; Lauren Miller; Adam Barber (MDM, 2012)

Load balancing for processing spatio-temporal queries in multi-core settings. - Anan Yaagoub; Goce Trajcevski; Peter Scheuermann; Nikos Hardavellas (MobiDE, 2012)

Collaborative reactive behavior in heterogeneous wireless sensor networks. - Jedidiah McClurg; Goce Trajcevski; Jesse Yanutola (SenSys, 2012)

Deflection-Aware Tracking-Principal Selection in Active Wireless Sensor Networks. - Fan Zhou 002; Goce Trajcevski; Oliviu Ghica; Roberto Tamassia; Peter Scheuermann; Ashfaq A. Khokhar (IEEE Trans. Veh. Technol., 2012)

Time-Series Data Clustering. - Dimitrios Kotsakos; Goce Trajcevski; Dimitrios Gunopulos; Charu C. Aggarwal (Data Clustering: Algorithms and Applications, 2013)

Minimal spatio-temporal database repairs. - Tobias Emrich; Hans-Peter Kriegel; Markus Mauder 001; Matthias Renz; Goce Trajcevski; Andreas Züfle (SIGSPATIAL/GIS, 2013)

P2EST: parallelization philosophies for evaluating spatio-temporal queries. - Xiling Sun; Anan Yaagoub; Goce Trajcevski; Peter Scheuermann; Hao Chen; Abhinav Kachhwaha (BigSpatial@SIGSPATIAL, 2013)

On the link(s) between "D" and "A" in Mobile Data Analytics. - Goce Trajcevski (ICDE Workshops, 2013)

Voronoi trees for hierarchical in-network data and space abstractions in wireless sensor networks. - Mohamed M. Ali Mohamed; Ashfaq A. Khokhar; Goce Trajcevski (MSWiM, 2013)

Energy Efficient In-Network Data Indexing for Mobile Wireless Sensor Networks. - Mohamed M. Ali Mohamed; Ashfaq A. Khokhar; Goce Trajcevski (SSTD, 2013)

Experimental comparison of representation methods and distance measures for time series data. - Xiaoyue Wang 004; Abdullah Mueen; Hui Ding 004; Goce Trajcevski; Peter Scheuermann; Eamonn J. Keogh (Data Min. Knowl. Discov., 2013)

Euler histogram tree: a spatial data structure for aggregate range queries on vehicle trajectories. - Hairuo Xie; Egemen Tanin; Lars Kulik; Peter Scheuermann; Goce Trajcevski; Maryam Fanaeepour (IWCTS@SIGSPATIAL, 2014)

The tale of (fusing) two uncertainties. - Bing Zhang; Goce Trajcevski (SIGSPATIAL/GIS, 2014)

Managing uncertainty in spatial and spatio-temporal data. - Reynold Cheng; Tobias Emrich; Hans-Peter Kriegel; Nikos Mamoulis; Matthias Renz; Goce Trajcevski; Andreas Züfle (ICDE, 2014)

SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases. - Yusheng Xie; Diana Palsetia; Goce Trajcevski; Ankit Agrawal 001; Alok N. Choudhary (ICDE, 2014)

Energy Efficient Resource Distribution for Mobile Wireless Sensor Networks. - Mohamed M. Ali Mohamed; Ashfaq A. Khokhar; Goce Trajcevski (MDM (2), 2014)

Evolving shapes in wireless sensor networks. - Besim Avci; Bing Zhang; Muhammed Mas-ud Hussain; Goce Trajcevski (SenSys, 2014)

Managing evolving shapes in sensor networks. - Besim Avci; Goce Trajcevski; Peter Scheuermann (SSDBM, 2014)

Efficient location aware intrusion detection to protect mobile devices. - Sausan Yazji; Peter Scheuermann; Robert P. Dick; Goce Trajcevski; Ruoming Jin (Pers. Ubiquitous Comput., 2014)

Fusion of uncertain location data from heterogeneous sources. - Goce Trajcevski (MobiGIS, 2015)

Semantics-Aware Warehousing of Symbolic Trajectories. - Goce Trajcevski; Ivana Donevska; Alejandro A. Vaisman; Besim Avci; Tian Zhang; Di Tian (IWGS, 2015)

Digital Terrain Model Generation using LiDAR Ground Points. - Andi Zang; Xin Chen; Goce Trajcevski (UrbanGIS@SIGSPATIAL, 2015)

Demo: Distributed MaxRS in Wireless Sensor Networks. - Muhammed Mas-ud Hussain; Panitan Wongse-ammat; Goce Trajcevski (SenSys, 2015)

Privacy-Preserving Detection of Anomalous Phenomena in Crowdsourced Environmental Sensing. - Mihai Maruseac; Gabriel Ghinita; Besim Avci; Goce Trajcevski; Peter Scheuermann (SSTD, 2015)

Minimal Spatio-Temporal Database Repairs. - Markus Mauder 001; Markus Reisinger; Tobias Emrich; Andreas Züfle; Matthias Renz; Goce Trajcevski; Roberto Tamassia (SSTD, 2015)

Energy Efficient Data Indexing and Query Processing for Static and Mobile Wireless Sensor Networks. - Mohamed M. Ali Mohamed; Ashfaq Khokhar 001; Goce Trajcevski (Int. J. Next Gener. Comput., 2015)

Tracking Uncertain Shapes with Probabilistic Bounds in Sensor Networks. - Besim Avci; Goce Trajcevski; Peter Scheuermann (ADBIS, 2016)

Clustering Speed in Multi-lane Traffic Networks. - Bing Zhang; Goce Trajcevski; Feiying Liu (CIKM, 2016)

Incorporating Weather Updates for Public Transportation Users of Recommendation Systems. - Muhammed Mas-ud Hussain; Besim Avci; Goce Trajcevski; Peter Scheuermann (MDM, 2016)

Compression of Spatio-temporal Data. - Goce Trajcevski (MDM (Workshops), 2016)

Security of electrostatic field persistent routing: Attacks and defense mechanisms. - Oliviu C. Ghica; Cristina Nita-Rotaru; Goce Trajcevski; Peter Scheuermann (Ad Hoc Networks, 2016)

Towards fusing uncertain location data from heterogeneous sources. - Bing Zhang; Goce Trajcevski; Liu Liu (GeoInformatica, 2016)

Report from industrial workshop: ACM SIGSPATIAL 2015 Industrial Workshop Seattle, Washington, USA - November 2, 2015. - Egemen Tanin; Goce Trajcevski (ACM SIGSPATIAL Special, 2016)

Introduction to this Special Issue: Spatio-Temporal Uncertainty. - Goce Trajcevski (ACM SIGSPATIAL Special, 2016)

Spatio-Temporal Evolution of Scientific Knowledge. - Goce Trajcevski; Xu Teng; Shailav Taneja (ADBIS (Short Papers and Workshops), 2017)

Towards Efficient Maintenance of Continuous MaxRS Query for Trajectories. - Muhammed Mas-ud Hussain; Kazi Ashik Islam; Goce Trajcevski; Mohammed Eunus Ali (EDBT, 2017)

Accurate vehicle self-localization in high definition map dataset. - Andi Zang; Zichen Li; David Doria; Goce Trajcevski (AutonomousGIS@SIGSPATIAL, 2017)

Handling Uncertainty in Geo-Spatial Data. - Andreas Züfle; Goce Trajcevski; Dieter Pfoser; Matthias Renz; Matthew T. Rice; Timothy Leslie; Paul L. Delamater; Tobias Emrich (ICDE, 2017)

Identifying Human Mobility via Trajectory Embeddings. - Qiang Gao 003; Fan Zhou 002; Kunpeng Zhang 001; Goce Trajcevski; Xucheng Luo; Fengli Zhang (IJCAI, 2017)

Probabilistic Speed Profiling for Multi-Lane Road Networks. - Bing Zhang; Goce Trajcevski (MDM, 2017)

Distributed In-Network Processing of k-MaxRS in Wireless Sensor Networks. - Panitan Wongse-ammat; Muhammed Mas-ud Hussain; Goce Trajcevski; Besim Avci; Ashfaq Khokhar 001 (SENSORNETS, 2017)

Visualization of Range-Constrained Optimal Density Clustering of Trajectories. - Muhammed Mas-ud Hussain; Goce Trajcevski; Kazi Ashik Islam; Mohammed Eunus Ali (SSTD, 2017)

Class-based Conditional MaxRS Query in Spatial Data Streams. - Mir Imtiaz Mostafiz; S. M. Farabi Mahmud; Muhammed Mas-ud Hussain; Mohammed Eunus Ali; Goce Trajcevski (SSDBM, 2017)

High-Definition Digital Elevation Model System Vision Paper. - Andi Zang; Xin Chen; Goce Trajcevski (SSDBM, 2017)

Bypassing holes in sensor networks: Load-balance vs. latency. - Fan Zhou 002; Goce Trajcevski; Roberto Tamassia; Besim Avci; Ashfaq Khokhar 001; Peter Scheuermann (Ad Hoc Networks, 2017)

Efficient detection of motion-trend predicates in wireless sensor networks. - Besim Avci; Goce Trajcevski; Roberto Tamassia; Peter Scheuermann; Fan Zhou 002 (Comput. Commun., 2017)

Privacy-preserving detection of anomalous phenomena in crowdsourced environmental sensing using fine-grained weighted voting. - Mihai Maruseac; Gabriel Ghinita; Goce Trajcevski; Peter Scheuermann (GeoInformatica, 2017)

SILVERBACK+: scalable association mining via fast list intersection for columnar social data. - Yusheng Xie; Zhengzhang Chen; Diana Palsetia; Goce Trajcevski; Ankit Agrawal 001; Alok N. Choudhary (Knowl. Inf. Syst., 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. - Matthias Renz; Siva Ravada; Goce Trajcevski (ACM SIGSPATIAL Special, 2017)

Moving Object Uncertainty. - Goce Trajcevski; Peter Scheuermann (Encyclopedia of GIS, 2017)

Location-Awareness in Time Series Compression. - Xu Teng; Andreas Züfle; Goce Trajcevski; Diego Klabjan (ADBIS, 2018)

vec2Link: Unifying Heterogeneous Data for Social Link Prediction. - Fan Zhou 002; Bangying Wu; Yi Yang 042; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong (CIKM, 2018)

Trajectory-based social circle inference. - Qiang Gao 003; Goce Trajcevski; Fan Zhou 002; Kunpeng Zhang 001; Ting Zhong; Fengli Zhang (SIGSPATIAL/GIS, 2018)

Continuous Maintenance of Range Sum Heat Maps. - Jianzhong Qi 001; Vivek Kumar; Rui Zhang 003; Egemen Tanin; Goce Trajcevski; Peter Scheuermann (ICDE, 2018)

Trajectory-User Linking via Variational AutoEncoder. - Fan Zhou 002; Qiang Gao 003; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong; Fengli Zhang (IJCAI, 2018)

DeepLink: A Deep Learning Approach for User Identity Linkage. - Fan Zhou 002; Lei Liu; Kunpeng Zhang 001; Goce Trajcevski; Jin Wu 002; Ting Zhong (INFOCOM, 2018)

Targets and Shapes Tracking (Advanced Seminar). - Goce Trajcevski; Peter Scheuermann (MDM, 2018)

Maximizing area-range sum for spatial shapes (MAxRS3). - Muhammed Mas-ud Hussain; Goce Trajcevski (SSDBM, 2018)

Secure transmission of multimedia contents over low-power mobile devices. - Fadi Almasalha; Farid Naït-Abdesselam; Goce Trajcevski; Ashfaq Khokhar 001 (J. Inf. Secur. Appl., 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. - Goce Trajcevski; Siva Ravada; Roberto Tamassia (ACM SIGSPATIAL Special, 2018)

High definition maps in urban context. - Andi Zang; Xin Chen; Goce Trajcevski (ACM SIGSPATIAL Special, 2018)

Compression of Mobile Location Data. - Goce Trajcevski; Ouri Wolfson; Peter Scheuermann (Encyclopedia of Database Systems (2nd ed.), 2018)

Local Temporal Compression for (Globally) Evolving Spatial Surfaces. - Xu Teng; Prabin Giri; Matthew Dwyer 003; Jidong Sun; Goce Trajcevski (BDA, 2019)

Meta-GNN: On Few-shot Node Classification in Graph Meta-learning. - Fan Zhou 002; Chengtai Cao; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong; Ji Geng 001 (CIKM, 2019)

DeepTrip: Adversarially Understanding Human Mobility for Trip Recommendation. - Qiang Gao 003; Goce Trajcevski; Fan Zhou 002; Kunpeng Zhang 001; Ting Zhong; Fengli Zhang (SIGSPATIAL/GIS, 2019)

Real-Time Applications Using High Resolution 3D Objects in High Definition Maps (Systems Paper). - Andi Zang; Shiyu Luo; Xin Chen; Goce Trajcevski (SIGSPATIAL/GIS, 2019)

Information Diffusion Prediction via Recurrent Cascades Convolution. - Xueqin Chen 002; Fan Zhou 002; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong; Fengli Zhang (ICDE, 2019)

Frosting Weights for Better Continual Training. - Xiaofeng Zhu 004; Feng Liu; Goce Trajcevski; Dingding Wang 001 (ICMLA, 2019)

Disentangled Network Alignment with Matching Explainability. - Fan Zhou 002; Zijing Wen; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong; Fang Liu (INFOCOM, 2019)

LaCAVR: Load and Constraints Aware Vehicle Rerouting. - David Bis; Noah Bix; Benjamin Gruman; Sam Guenette; Adam Hauge; Hannah Moser; Jimmy Paul; Goce Trajcevski (MDM, 2019)

Information Cascades Modeling via Deep Multi-Task Learning. - Xueqin Chen 002; Kunpeng Zhang 001; Fan Zhou 002; Goce Trajcevski; Ting Zhong; Fengli Zhang (SIGIR, 2019)

Fine-Grained Diversification of Proximity Constrained Queries on Road Networks. - Xu Teng; Jingchao Yang; Joon-Seok Kim 001; Goce Trajcevski; Andreas Züfle; Mario A. Nascimento (SSTD, 2019)

Variational Session-based Recommendation Using Normalizing Flows. - Fan Zhou 002; Zijing Wen; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong (WWW, 2019)

Context-aware Variational Trajectory Encoding and Human Mobility Inference. - Fan Zhou 002; Xiaoli Yue; Goce Trajcevski; Ting Zhong; Kunpeng Zhang 001 (WWW, 2019)

Adversarial Point-of-Interest Recommendation. - Fan Zhou 002; Ruiyang Yin; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong; Jin Wu 002 (WWW, 2019)

Predicting Human Mobility via Variational Attention. - Qiang Gao 003; Fan Zhou 002; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong; Fengli Zhang (WWW, 2019)

Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding. - Ting Zhong; Fang Liu; Fan Zhou 002; Goce Trajcevski; Kunpeng Zhang 001 (IEEE Access, 2019)

Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference. - Fan Zhou 002; Lei Liu; Kunpeng Zhang 001; Goce Trajcevski; Jin Wu 002 (IEEE Access, 2019)

The 1st ACM SIGSPATIAL International Workshop on Computing with Multifaceted Movement Data (MOVE++ 2019). - Marc J. van Kreveld; Bettina Speckmann; Matei Stroila; Goce Trajcevski (ACM SIGSPATIAL Special, 2019)

Interpreting Twitter User Geolocation. - Ting Zhong; Tianliang Wang; Fan Zhou 002; Goce Trajcevski; Kunpeng Zhang 001; Yi Yang 042 (ACL, 2020)

CET-LATS: Compressing Evolution of TINs from Location Aware Time Series. - Prabin Giri; Hooman Hashemi; Evan Gossling; Jason T. Guo; Koshal P. Shah; Goce Trajcevski (SIGSPATIAL/GIS, 2020)

Semantically Augmented Range Queries over Heterogeneous Geospatial Data. - Goce Trajcevski; Booma Sowkarthiga Balasubramani; Isabel F. Cruz; Roberto Tamassia; Xu Teng (SIGSPATIAL/GIS, 2020)

Continual Information Cascade Learning. - Fan Zhou 002; Xin Jing; Xovee Xu; Ting Zhong; Goce Trajcevski; Jin Wu 002 (GLOBECOM, 2020)

Meta-Learned User Preference for Topic Participation Prediction. - Fan Zhou 002; Xiuxiu Qi; Xovee Xu; Jiahao Wang; Ting Zhong; Goce Trajcevski (GLOBECOM, 2020)

Unsupervised User Identity Linkage via Graph Neural Networks. - Fan Zhou 002; Zijing Wen; Ting Zhong; Goce Trajcevski; Xovee Xu; Leyuan Liu 002 (GLOBECOM, 2020)

Adversity-based Social Circles Inference via Context-Aware Mobility. - Qiang Gao 003; Fan Zhou 002; Goce Trajcevski; Fengli Zhang; Xucheng Luo (GLOBECOM, 2020)

Enhancing Urban Flow Maps via Neural ODEs. - Fan Zhou 002; Liang Li; Ting Zhong; Goce Trajcevski; Kunpeng Zhang 001; Jiahao Wang (IJCAI, 2020)

Fast Network Alignment via Graph Meta-Learning. - Fan Zhou 002; Chengtai Cao; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong; Ji Geng 001 (INFOCOM, 2020)

Variational Information Diffusion for Probabilistic Cascades Prediction. - Fan Zhou 002; Xovee Xu; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong (INFOCOM, 2020)

Forecasting the Evolution of Hydropower Generation. - Fan Zhou 002; Liang Li; Kunpeng Zhang 001; Goce Trajcevski; Fuming Yao; Ying Huang; Ting Zhong; Jiahao Wang; Qiao Liu 003 (KDD, 2020)

Semantically Diverse Path Search. - Xu Teng; Goce Trajcevski; Joon-Seok Kim 001; Andreas Züfle (MDM, 2020)

Managing Uncertainty in Evolving Geo-Spatial Data. - Andreas Züfle; Goce Trajcevski; Dieter Pfoser; Joon-Seok Kim 001 (MDM, 2020)

TOSNOS: To Online Shop, or Not-to Online Shop - Enabling Combined Improvements. - Amiah Gooding; Matthew Martin; Maxwell Minard; Smruthi Sandhanam; Travis Stanger; Yana Alexandrova; Ashfaq Khokhar 001; Goce Trajcevski (PerCom Workshops, 2020)

Continual Graph Learning. - Fan Zhou 002; Chengtai Cao; Ting Zhong; Kunpeng Zhang 001; Goce Trajcevski; Ji Geng 001 (CoRR, 2020)

A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact. - Fan Zhou 002; Xovee Xu; Ce Li 003; Goce Trajcevski; Ting Zhong; Kunpeng Zhang 001 (CoRR, 2020)

Conditional MaxRS Query for Evolving Spatial Data. - Muhammed Mas-ud Hussain; Mir Imtiaz Mostafiz; S. M. Farabi Mahmud; Goce Trajcevski; Mohammed Eunus Ali (Frontiers Big Data, 2020)

Session-based recommendation via flow-based deep generative networks and Bayesian inference. - Ting Zhong; Zijing Wen; Fan Zhou 002; Goce Trajcevski; Kunpeng Zhang 001 (Neurocomputing, 2020)

Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting. - Fan Zhou 002; Qing Yang 017; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong; Ashfaq Khokhar 001 (IEEE Internet Things J., 2020)

Recommendation via Collaborative Autoregressive Flows. - Fan Zhou 002; Yuhua Mo; Goce Trajcevski; Kunpeng Zhang 001; Jin Wu 002; Ting Zhong (Neural Networks, 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. - Ralf Hartmut Güting; Lars Kulik; Shawn D. Newsam; Farnoush Banaei Kashani; Goce Trajcevski (ACM SIGSPATIAL Special, 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. - Chang-Tien Lu; Fusheng Wang 001; Goce Trajcevski; Yan Huang 002; Shawn D. Newsam; Li Xiong 001 (ACM SIGSPATIAL Special, 2020)

Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation. - Fan Zhou 002; Hantao Wu; Goce Trajcevski; Ashfaq Khokhar 001; Kunpeng Zhang 001 (ACM Trans. Spatial Algorithms Syst., 2020)

Hybrid graph convolutional networks with multi-head attention for location recommendation. - Ting Zhong; Shengming Zhang; Fan Zhou 002; Kunpeng Zhang 001; Goce Trajcevski; Jin Wu 002 (World Wide Web, 2020)

Land Deformation Prediction via Slope-Aware Graph Neural Networks. - Fan Zhou 002; Rongfan Li; Goce Trajcevski; Kunpeng Zhang 001 (AAAI, 2021)

Semantically Diverse Constrained Queries. - Xu Teng; Goce Trajcevski (ADBIS (Short Papers), 2021)

CSD-CMAD: Coupling Similarity and Diversity for Clustering Multivariate Astrophysics Data. - Xu Teng; Thomas Beckler; Bradley Gannon; Benjamin Huinker; Gabriel Huinker; Koushhik Kumar; Christina Marquez; Jacob Spooner; Goce Trajcevski; Prabin Giri; Aaron Dotter; Jeff J. Andrews; et al. (SIGSPATIAL/GIS, 2021)

Semantically Diverse Paths with Range and Origin Constraints. - Xu Teng; Goce Trajcevski; Andreas Züfle (SIGSPATIAL/GIS, 2021)

Kernel-Based Structural-Temporal Cascade Learning for Popularity Prediction. - Ce Li 003; Fan Zhou 002; Xucheng Luo; Goce Trajcevski (GLOBECOM, 2021)

HGENA: A Hyperbolic Graph Embedding Approach for Network Alignment. - Fan Zhou 002; Ce Li 003; Xovee Xu; Leyuan Liu 002; Goce Trajcevski (GLOBECOM, 2021)

UGASP: User and Group Aware Shopping Planner. - Christian Baer; Erich Brandt; Elizabeth Strzelczyk; Colin Thurston; Collin Willenborg; Tavion Yrjo; Ashfaq Khokhar 001; Goce Trajcevski (MDM, 2021)

Towards Predicting Vehicular Data Consumption. - Andi Zang; Xiaofeng Zhu 004; Yuxiang Guo 001; Fan Zhou 002; Goce Trajcevski (MDM, 2021)

Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction. - Fan Zhou 002; Liu Yu 001; Xovee Xu; Goce Trajcevski (SIGIR, 2021)

CACSE: Context Aware Clustering of Stellar Evolution. - Xu Teng; Adam Corpstein; Joel Holm; Willis Knox; Becker Mathie; Philip R. O. Payne; Ethan Vander Wiel; Prabin Giri; Goce Trajcevski; Aaron Dotter; Jeff J. Andrews; Scott Coughlin; et al. (SSTD, 2021)

Improving human mobility identification with trajectory augmentation. - Fan Zhou 002; Ruiyang Yin; Goce Trajcevski; Kunpeng Zhang 001; Jin Wu 002; Ashfaq Khokhar 001 (GeoInformatica, 2021)

Uncertainty-aware network alignment. - Fan Zhou 002; Ce Li 003; Zijing Wen; Ting Zhong; Goce Trajcevski; Ashfaq Khokhar 001 (Int. J. Intell. Syst., 2021)

Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models. - Fan Zhou 002; Xin Liu; Kunpeng Zhang 001; Goce Trajcevski (IEEE Trans. Neural Networks Learn. Syst., 2021)

TINET: Triangulated Irregular Networks Evolving in Time. - Goce Trajcevski; Prabin Giri; Xu Teng; Hooman Hashemi (Spatial Gems (1) (1), 2022)

Dynamic Manifold Learning for Land Deformation Forecasting. - Fan Zhou 002; Rongfan Li; Qiang Gao 003; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong (AAAI, 2022)

A Probabilistic Framework for Land Deformation Prediction (Student Abstract). - Rongfan Li; Fan Zhou 002; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong (AAAI, 2022)

PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model. - Zhiyuan Wang 006; Xovee Xu; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong; Fan Zhou 002 (AAAI, 2022)

Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract). - Liu Yu 001; Xovee Xu; Ting Zhong; Goce Trajcevski; Fan Zhou 002 (AAAI, 2022)

Generalization Aware Compression of Molecular Trajectories. - Md Hasan Anowar; Abdullah Shamail; Xiaoyu Wang; Goce Trajcevski; Sohail Murad; Cynthia J. Jameson; Ashfaq Khokhar 001 (ADBIS, 2022)

Maximum Range-Sum for Dynamically Occurring Objects with Decaying Weights. - Ashraf Tahmasbi; Goce Trajcevski (ADBIS, 2022)

Wind awareness for energy consumption in drone simulations (demo paper). - Noah Kelleher; Ricardo Ramirez; Adnan Salihovic; Nathan McKay; Jonathan Kelly; Hengwei Chen; Goce Trajcevski (SIGSPATIAL/GIS, 2022)

Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning. - Rongfan Li; Ting Zhong; Xinke Jiang; Goce Trajcevski; Jin Wu 002; Fan Zhou 002 (KDD, 2022)

Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks. - Zhiyuan Wang 006; Fan Zhou 002; Wenxuan Zeng; Goce Trajcevski; Chunjing Xiao; Yong Wang 046; Kai Chen 005 (KDD, 2022)

Integrating Heterogeneous Sources for Learned Prediction of Vehicular Data Consumption. - Andi Zang; Xiaofeng Zhu 004; Ce Li 003; Fan Zhou 002; Goce Trajcevski (MDM, 2022)

Learning Latent Seasonal-Trend Representations for Time Series Forecasting. - Zhiyuan Wang 006; Xovee Xu; Weifeng Zhang; Goce Trajcevski; Ting Zhong; Fan Zhou 002 (NeurIPS, 2022)

A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances. - Fan Zhou 002; Xovee Xu; Goce Trajcevski; Kunpeng Zhang 001 (ACM Comput. Surv., 2022)

Mobility Data Science (Dagstuhl Seminar 22021). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (Dagstuhl Reports, 2022)

HydroFlow: Towards probabilistic electricity demand prediction using variational autoregressive models and normalizing flows. - Fan Zhou 002; Zhiyuan Wang 006; Ting Zhong; Goce Trajcevski; Ashfaq Khokhar 001 (Int. J. Intell. Syst., 2022)

Identifying user geolocation with Hierarchical Graph Neural Networks and explainable fusion. - Fan Zhou 002; Tianliang Wang; Ting Zhong; Goce Trajcevski (Inf. Fusion, 2022)

Contextual spatio-temporal graph representation learning for reinforced human mobility mining. - Qiang Gao 003; Fan Zhou 002; Ting Zhong; Goce Trajcevski; Xin Yang 012; Tianrui Li 001 (Inf. Sci., 2022)

Multi-view learning with distinguishable feature fusion for rumor detection. - Xueqin Chen 002; Fan Zhou 002; Goce Trajcevski; Marcello M. Bonsangue (Knowl. Based Syst., 2022)

Heterogeneous dynamical academic network for learning scientific impact propagation. - Xovee Xu; Ting Zhong; Ce Li 003; Goce Trajcevski; Fan Zhou 002 (Knowl. Based Syst., 2022)

Transformer-enhanced Hawkes process with decoupling training for information cascade prediction. - Liu Yu 001; Xovee Xu; Goce Trajcevski; Fan Zhou 002 (Knowl. Based Syst., 2022)

Identifying IP Usage Scenarios: Problems, Data, and Benchmarks. - Fan Zhou 002; Weifeng Zhang; Yong Wang 046; Ting Zhong; Goce Trajcevski; Ashfaq Khokhar 001 (IEEE Netw., 2022)

MetaMove: On Improving Human Mobility Classification and Prediction via Metalearning. - Fan Zhou 002; Xin Liu; Ting Zhong; Goce Trajcevski (IEEE Trans. Cybern., 2022)

Contrastive Trajectory Learning for Tour Recommendation. - Fan Zhou 002; Pengyu Wang; Xovee Xu; Wenxin Tai; Goce Trajcevski (ACM Trans. Intell. Syst. Technol., 2022)

CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract). - Zhangtao Cheng; Xovee Xu; Ting Zhong; Fan Zhou 002; Goce Trajcevski (AAAI, 2023)

Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement. - Wenxin Tai; Fan Zhou 002; Goce Trajcevski; Ting Zhong (AAAI, 2023)

Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract). - Zhiyuan Wang 006; Fan Zhou 002; Goce Trajcevski; Kunpeng Zhang 001; Ting Zhong (AAAI, 2023)

Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction. - Ce Li 003; Rongpei Hong; Xovee Xu; Goce Trajcevski; Fan Zhou 002 (CIKM, 2023)

Spatial Data Management for Green Mobility. - Christophe Claramunt; Christine Bassem; Demetrios Zeinalipour-Yazti; Baihua Zheng; Goce Trajcevski; Kristian Torp (SIGSPATIAL/GIS, 2023)

Diffusion Probabilistic Modeling for Fine-Grained Urban Traffic Flow Inference with Relaxed Structural Constraint. - Xovee Xu; Yutao Wei; Pengyu Wang; Xucheng Luo; Fan Zhou 002; Goce Trajcevski (ICASSP, 2023)

Open Anomalous Trajectory Recognition via Probabilistic Metric Learning. - Qiang Gao 003; Xiaohan Wang; Chaoran Liu; Goce Trajcevski; Li Huang 002; Fan Zhou 002 (IJCAI, 2023)

TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. - Wenxin Tai; Bin Chen; Fan Zhou 002; Ting Zhong; Goce Trajcevski; Yong Wang 046; Kai Chen 005 (KDD, 2023)

Geo-Awareness of Learnt Citations Prediction for Scientific Publications (Demo Paper). - Ce Li 003; Will Postler; Ian Johnson; Paul Brinkmann; Evan Gossling; Bailey Gorlewski; Goce Trajcevski (LocalRec@SIGSPATIAL, 2023)

A System for Collaborative Surveillance of Geographic Areas by Fleet of Drones. - Prabin Giri; Marcus Jakubowsky; Jaden Forde; Joseph Edeker; Rowan Collin; Jacob Houts; Thomas Glass; Goce Trajcevski; Ouri Wolfson (MDM, 2023)

DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement. - Wenxin Tai; Yue Lei; Fan Zhou 002; Goce Trajcevski; Ting Zhong (NeurIPS, 2023)

RouteDOC: Routing with Distance, Origin and Category Constraints (Demonstration Paper). - Thomas Frohwein; Zachary Garwood; Dylan Hampton; Kevin Knack; Nate Schenck; Britney Yu; Joe Zuber; Goce Trajcevski; Xu Teng; Andreas Züfle (SSTD, 2023)

Towards Mobility Data Science (Vision Paper). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (CoRR, 2023)

A Universal Scheme for Partitioned Dynamic Shortest Path Index. - Mengxuan Zhang 001; Xinjie Zhou; Lei Li 003; Ziyi Liu 005; Goce Trajcevski; Yan Huang 002; Xiaofang Zhou 001 (CoRR, 2023)

Dynamic transformer ODEs for large-scale reservoir inflow forecasting. - Xovee Xu; Zhiyuan Wang 006; Fan Zhou 002; Ying Huang; Ting Zhong; Goce Trajcevski (Knowl. Based Syst., 2023)

CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction. - Xovee Xu; Fan Zhou 002; Kunpeng Zhang 001; Siyuan Liu 001; Goce Trajcevski (IEEE Trans. Knowl. Data Eng., 2023)

Adversarial Human Trajectory Learning for Trip Recommendation. - Qiang Gao 003; Fan Zhou 002; Kunpeng Zhang 001; Fengli Zhang; Goce Trajcevski (IEEE Trans. Neural Networks Learn. Syst., 2023)

Uncertainty-Aware Heterogeneous Representation Learning in POI Recommender Systems. - Fan Zhou 002; Tangjiang Qian; Yuhua Mo; Zhangtao Cheng; Chunjing Xiao; Jin Wu 002; Goce Trajcevski (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Distance, Origin and Category Constrained Paths. - Xu Teng; Goce Trajcevski; Andreas Züfle (ACM Trans. Spatial Algorithms Syst., 2023)

Geographic-Region Monitoring by Drones in Adversarial Environments. - Ouri Wolfson; Prabin Giri; Sushil Jajodia; Goce Trajcevski (ACM Trans. Spatial Algorithms Syst., 2023)

Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks. - Mengxuan Zhang 001; Lei Li 003; Goce Trajcevski; Andreas Züfle; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2023)

MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning. - Fan Zhou 002; Xiuxiu Qi; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong (IEEE Trans. Neural Networks Learn. Syst., 2023)

Searching semantically diverse paths. - Xu Teng; Goce Trajcevski; Andreas Züfle (Distributed Parallel Databases, 2023)

Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference. - Xovee Xu; Zhiyuan Wang 006; Qiang Gao 003; Ting Zhong; Bei Hui; Fan Zhou 002; Goce Trajcevski (IEEE Trans. Big Data, 2023)

Faithful Trip Recommender Using Diffusion Guidance (Student Abstract). - Wenzheng Shu; Yanlong Huang; Wenxin Tai; Zhangtao Cheng; Bei Hui; Goce Trajcevski (AAAI, 2024)

Detecting and Visualizing Bond-Forming Convoys in Atomic and Molecular Trajectories. - Md Hasan Anowar; Abdullah Shamail; Ayden J. Albertsen; Benjamin Hall; Timothy J. Thielen; Benjamin Riemersma; Goce Trajcevski (SIGSPATIAL/GIS, 2024)

Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk Bootstrap. - Qiang Gao 003; Zizheng Wang; Li Huang 002; Goce Trajcevski; Kunpeng Zhang 001; Xueqin Chen 002 (SIGSPATIAL/GIS, 2024)

Bond-Aware Moving Clusters of Atomic Trajectories with Relaxed Persistency. - Abdullah Shamail; Md Hasan Anowar; Goce Trajcevski; Ashfaq Khokhar 001; Sohail Murad; Cynthia J. Jameson (SIGSPATIAL/GIS, 2024)

Data and Resources for Combining Point of Interest Semantics, Locations, and Road Networks. - Joseph Zuber; Xu Teng; Andreas Züfle; Goce Trajcevski (SIGSPATIAL/GIS, 2024)

Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator. - Qiang Gao 003; Xiaolong Song; Li Huang 002; Goce Trajcevski; Fan Zhou 002; Xueqin Chen 002 (IJCAI, 2024)

Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction. - Zhangtao Cheng; Jienan Zhang; Xovee Xu; Goce Trajcevski; Ting Zhong; Fan Zhou 002 (KDD, 2024)

Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. - Chunjing Xiao; Shikang Pang; Wenxin Tai; Yanlong Huang; Goce Trajcevski; Fan Zhou 002 (KDD, 2024)

Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions. - Md Hasan Anowar; Abdullah Shamail; Xiaoyu Wang; Goce Trajcevski; Sohail Murad; Cynthia J. Jameson; Ashfaq Khokhar 001 (Inf. Syst., 2024)

Overcoming Catastrophic Forgetting in Continual Fine-Grained Urban Flow Inference. - Xovee Xu; Ting Zhong; Haoyang Yu 003; Fan Zhou 002; Goce Trajcevski (ACM Trans. Spatial Algorithms Syst., 2024)

Learning Spatiotemporal Manifold Representation for Probabilistic Land Deformation Prediction. - Xovee Xu; Ting Zhong; Fan Zhou 002; Rongfan Li; Goce Trajcevski; Qinggang Meng (IEEE Trans. Cybern., 2024)

Inferring Real Mobility in Presence of Fake Check-ins Data. - Qiang Gao 003; Hongzhu Fu; Kunpeng Zhang 001; Goce Trajcevski; Xu Teng; Fan Zhou 002 (ACM Trans. Intell. Syst. Technol., 2024)

Data Issues in High-Definition Maps Furniture - A Survey. - Andi Zang; Runsheng Xu; Goce Trajcevski; Fan Zhou 002 (ACM Trans. Spatial Algorithms Syst., 2024)

Predicting Human Mobility via Self-Supervised Disentanglement Learning. - Qiang Gao 003; Jinyu Hong; Xovee Xu; Ping Kuang; Fan Zhou 002; Goce Trajcevski (IEEE Trans. Knowl. Data Eng., 2024)

Score-based Graph Learning for Urban Flow Prediction. - Pengyu Wang; Xucheng Luo; Wenxin Tai; Kunpeng Zhang 001; Goce Trajcevski; Fan Zhou 002 (ACM Trans. Intell. Syst. Technol., 2024)

Mobility Data Science: Perspectives and Challenges. - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (ACM Trans. Spatial Algorithms Syst., 2024)

Counterfactual Data Augmentation With Denoising Diffusion for Graph Anomaly Detection. - Chunjing Xiao; Shikang Pang; Xovee Xu; Xuan Li; Goce Trajcevski; Fan Zhou 002 (IEEE Trans. Comput. Soc. Syst., 2024)

Information Cascade Popularity Prediction via Probabilistic Diffusion. - Zhangtao Cheng; Fan Zhou 002; Xovee Xu; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2024)

Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting. - Qiang Gao 003; Zizheng Wang; Li Huang 002; Goce Trajcevski; Guisong Liu; Xueqin Chen 002 (AAAI, 2025)

Obstacles Aware Partitioning for Bounding Worst Case Response Time of Mobile Surveillance Fleet. - Prabin Giri; Goce Trajcevski (MDM, 2025)

Visualizing Range and Alibi Queries for Space-Time Prisms of Uncertain Moving Objects. - Nathan Thoms; Ryan Cook; Mara Prochaska; Eric Jorgensen; Goce Trajcevski (MDM, 2025)

Information diffusion prediction via meta-knowledge learners. - Zhangtao Cheng; Jienan Zhang; Xovee Xu; Wenxin Tai; Fan Zhou 002; Goce Trajcevski; Ting Zhong (Inf. Sci., 2025)

Learning to discover anomalous spatiotemporal trajectory via Open-world State Space model. - Qiang Gao 003; Chaoran Liu; Li Huang 002; Goce Trajcevski; Qing Guo; Fan Zhou 002 (Knowl. Based Syst., 2025)

On scalable DCEL overlay operations. - Andrés Calderón Romero; Laila Abdelhafeez; Goce Trajcevski; Amr Magdy 001; Vassilis J. Tsotras (GeoInformatica, 2025)

Root Cause Analysis of Hydrogen Bond Separation in Spatio-Temporal Molecular Dynamics using Causal Models. - Rahmat K. Adesunkanmi; Ashfaq Khokhar 001; Goce Trajcevski; Sohail Murad (CoRR, 2025)