Muhammad Aamir Cheema

Orcid: 0000-0003-2139-9121

Affiliations:
  • Monash University, Melbourne, VIC, Australia


According to our database1, Muhammad Aamir Cheema authored at least 136 papers between 2007 and 2025.

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Bibliography

2025
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions.
ACM Comput. Surv., January, 2025

2024
Efficient Alternative Route Planning in Road Networks.
IEEE Trans. Intell. Transp. Syst., October, 2024

Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP.
IEEE Trans. Comput. Soc. Syst., August, 2024

Continuous monitoring of reverse approximate nearest neighbour queries on road network.
Inf. Sci., 2024

Load balancing for heterogeneous serverless edge computing: A performance-driven and empirical approach.
Future Gener. Comput. Syst., 2024

Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices.
CoRR, 2024

EHL*: Memory-Budgeted Indexing for Ultrafast Optimal Euclidean Pathfinding.
CoRR, 2024

Beyond Data, Towards Sustainability: A Sydney Case Study on Urban Digital Twins.
CoRR, 2024

Contact Tracing over Uncertain Indoor Positioning Data (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions (Vision Paper).
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023
Contact Tracing Over Uncertain Indoor Positioning Data.
IEEE Trans. Knowl. Data Eng., October, 2023

Efficiently computing alternative paths in game maps.
World Wide Web (WWW), September, 2023

DeepAltTrip: Top-K Alternative Itineraries for Trip Recommendation.
IEEE Trans. Knowl. Data Eng., September, 2023

Energy management of smart homes over fog-based IoT architecture.
Sustain. Comput. Informatics Syst., September, 2023

CommuNety: deep learning-based face recognition system for the prediction of cohesive communities.
Multim. Tools Appl., March, 2023

Towards Indoor Temporal-Variation Aware Shortest Path Query.
IEEE Trans. Knowl. Data Eng., 2023

Safest Nearby Neighbor Queries in Road Networks.
IEEE Trans. Intell. Transp. Syst., 2023

Serverless Vehicular Edge Computing for the Internet of Vehicles.
IEEE Internet Comput., 2023

Spatial Data Quality in the Internet of Things: Management, Exploitation, and Prospects.
ACM Comput. Surv., 2023

Enabling Spatial Digital Twins: Technologies, Challenges, and Future Research Directions.
CoRR, 2023

Tracking Progress in Multi-Agent Path Finding.
CoRR, 2023

Contact Tracing over Uncertain Indoor Positioning Data (Extended Version).
CoRR, 2023

An Intent-based Framework for Vehicular Edge Computing.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023

Efficient Object Search in Game Maps.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

An Efficient Approach for Indoor Facility Location Selection.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Unsupervised Space Partitioning for Nearest Neighbor Search.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Beyond Pairwise Reasoning in Multi-Agent Path Finding.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

Ultrafast Euclidean Shortest Path Computation Using Hub Labeling.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Continuous monitoring of moving skyline and top-k queries.
VLDB J., 2022

Comparing Alternative Route Planning Techniques: A Comparative User Study on Melbourne, Dhaka and Copenhagen Road Networks.
IEEE Trans. Knowl. Data Eng., 2022

Real-time dynamic network learning for location inference modelling and computing.
Neurocomputing, 2022

Multi-Target Search in Euclidean Space with Ray Shooting (Full Version).
CoRR, 2022

Fast optimal and bounded suboptimal Euclidean pathfinding.
Artif. Intell., 2022

Spatial Data Quality in the IoT Era: Management and Exploitation.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

PathOracle: A Deep Learning Based Trip Planner for Daily Commuters.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Comparing Alternative Route Planning Techniques: A Comparative User Study on Melbourne, Dhaka and Copenhagen Road Networks (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Energy-Aware Resource Scheduling for Serverless Edge Computing.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

Improving Time-Dependent Contraction Hierarchies.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

Diverse Shortest Paths in Game Maps: A Comparative User Study and Experiments.
Proceedings of the Databases Theory and Applications, 2022

Improving Eco-Friendly Routing Considering Detailed Mobility Profiles, Driving Behavior and Vehicle Type.
Proceedings of the Databases Theory and Applications, 2022

2021
Reverse Approximate Nearest Neighbor Queries on Road Network.
World Wide Web, 2021

Efficiently Processing Spatial and Keyword Queries in Indoor Venues.
IEEE Trans. Knowl. Data Eng., 2021

Impact of COVID-19 on IoT Adoption in Healthcare, Smart Homes, Smart Buildings, Smart Cities, Transportation and Industrial IoT.
Sensors, 2021

Towards Crowd-aware Indoor Path Planning.
Proc. VLDB Endow., 2021

Density-based reverse nearest neighbourhood search in spatial databases.
J. Ambient Intell. Humaniz. Comput., 2021

Safest Nearby Neighbor Queries in Road Networks (Full Version).
CoRR, 2021

Towards Crowd-aware Indoor Path Planning (Extended Version).
CoRR, 2021

Impact of COVID-19 on Adoption of IoT in Different Sectors.
CoRR, 2021

Multi-Target Search in Euclidean Space with Ray Shooting.
Proceedings of the Fourteenth International Symposium on Combinatorial Search, 2021

IndoorViz: A Demonstration System for Indoor Spatial Data Management.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

WattEdge: A Holistic Approach for Empirical Energy Measurements in Edge Computing.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Indoor Spatial Queries: Modeling, Indexing, and Processing.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Contracting and Compressing Shortest Path Databases.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020
Introduction to the Special Issue on Deep Learning for Spatial Algorithms and Systems.
ACM Trans. Spatial Algorithms Syst., 2020

K-SPIN: Efficiently Processing Spatial Keyword Queries on Road Networks.
IEEE Trans. Knowl. Data Eng., 2020

Continuously Monitoring Alternative Shortest Paths on Road Networks.
Proc. VLDB Endow., 2020

An Experimental Analysis of Indoor Spatial Queries: Modeling, Indexing, and Processing.
CoRR, 2020

CommuNety: A Deep Learning System for the Prediction of Cohesive Social Communities.
CoRR, 2020

Comparing Alternative Route Planning Techniques: A Web-based Demonstration and User Study.
CoRR, 2020

Auto-scaling of Web Applications in Clouds: A Tail Latency Evaluation.
Proceedings of the 13th IEEE/ACM International Conference on Utility and Cloud Computing, 2020

Euclidean Pathfinding with Compressed Path Databases.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Shortest Path Queries for Indoor Venues with Temporal Variations.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

K-SPIN: Efficiently Processing Spatial Keyword Queries on Road Networks : (Extended Abstract).
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Online Computation of Euclidean Shortest Paths in Two Dimensions.
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks.
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

Geo-Social Temporal Top-k Queries in Location-Based Social Networks.
Proceedings of the Databases Theory and Applications, 2020

2019
IG-Tree: an efficient spatial keyword index for planning best path queries on road networks.
World Wide Web, 2019

Efficient Scheduling of Generalized Group Trips in Road Networks.
ACM Trans. Spatial Algorithms Syst., 2019

Continuous Detour Queries in Indoor Venues.
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

The Maximum Visibility Facility Selection Query in Spatial Databases.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Continuous monitoring of range spatial keyword query over moving objects.
World Wide Web, 2018

Reverse Approximate Nearest Neighbor Queries.
IEEE Trans. Knowl. Data Eng., 2018

Indoor location-based services: challenges and opportunities.
ACM SIGSPATIAL Special, 2018

Social-Aware Spatial Top-k and Skyline Queries.
Comput. J., 2018

Trip Planning Queries in Indoor Venues.
Comput. J., 2018

<i>k</i>-Nearest Neighbors on Road Networks: Euclidean Heuristic Revisited.
Proceedings of the Eleventh International Symposium on Combinatorial Search, 2018

An efficient approximation algorithm for multi-criteria indoor route planning queries.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Maximize Spatial Influence of Facility Bundle Considering Reverse k Nearest Neighbors.
Proceedings of the Database Systems for Advanced Applications, 2018

Location-Aware Group Preference Queries in Social-Networks.
Proceedings of the Databases Theory and Applications, 2018

Visualising Top-k Alternative Routes.
Proceedings of the Databases Theory and Applications, 2018

2017
Trip planning queries with location privacy in spatial databases.
World Wide Web, 2017

Reverse k nearest neighbors queries and spatial reverse top-k queries.
VLDB J., 2017

ISA 2016 workshop report: the Eighth ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness (ISA): San Francisco Bay Area, California, USA - October 31, 2016.
ACM SIGSPATIAL Special, 2017

The Optimal Route and Stops for a Group of Users in a Road Network.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

QUIET ZONE: Reducing The Communication Cost of Continuous Spatial Queries.
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2017

Efficient Landmark-Based Candidate Generation for kNN Queries on Road Networks.
Proceedings of the Database Systems for Advanced Applications, 2017

DSKQ: A System for Efficient Processing of Diversified Spatial-Keyword Query.
Proceedings of the Databases Theory and Applications, 2017

2016
<i>k</i>NNVWC: An Efficient k-Nearest Neighbors Approach Based on Various-Widths Clustering.
IEEE Trans. Knowl. Data Eng., 2016

VIP-Tree: An Effective Index for Indoor Spatial Queries.
Proc. VLDB Endow., 2016

k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation.
Proc. VLDB Endow., 2016

Pre-computed Region Guardian Sets Based Reverse kNN Queries.
Data Sci. Eng., 2016

Efficiently computing reverse k furthest neighbors.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Indoor data management.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

kNNVWC: An efficient k-nearest neighbours approach based on Various-Widths Clustering.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Outdoor-indoor space: unified modeling and shortest path search.
Proceedings of the Eighth ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness, 2016

2015
Probabilistic n-of-N skyline computation over uncertain data streams.
World Wide Web, 2015

Reverse k Nearest Neighbors Query Processing: Experiments and Analysis.
Proc. VLDB Endow., 2015

Impact Set: Computing Influence Using Query Logs.
Comput. J., 2015

Efficiently Monitoring Reverse <i>k</i>-Nearest Neighbors in Spatial Networks.
Comput. J., 2015

Visibility Color Map for a Fixed or Moving Target in Spatial Databases.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Relaxed Reverse Nearest Neighbors Queries.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Selecting Representative Objects Considering Coverage and Diversity.
Proceedings of the Second International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2015

2014
Efficient top-k similarity join processing over multi-valued objects.
World Wide Web, 2014

A Generic Framework for Top-<i>k</i> Pairs and Top-<i>k</i> Objects Queries over Sliding Windows.
IEEE Trans. Knowl. Data Eng., 2014

A Unified Framework for Answering k Closest Pairs Queries and Variants.
IEEE Trans. Knowl. Data Eng., 2014

Matching dominance: capture the semantics of dominance for multi-dimensional uncertain objects.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

SLICE: Reviving regions-based pruning for reverse k nearest neighbors queries.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Diversified Spatial Keyword Search On Road Networks.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

A Unified Framework for Efficiently Processing Ranking Related Queries.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013
Multi-Manifold Ranking: Using Multiple Features for Better Image Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

A safe zone based approach for monitoring moving skyline queries.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Improved Spatial Keyword Search Based on IDF Approximation.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012
Continuous reverse k nearest neighbors queries in Euclidean space and in spatial networks.
VLDB J., 2012

Efficiently processing snapshot and continuous reverse k nearest neighbors queries.
VLDB J., 2012

Stochastic skylines.
ACM Trans. Database Syst., 2012

Skyline: Stacking Optimal Solutions in Exact and Uncertain Worlds.
Int. J. Softw. Informatics, 2012

Efficiently Monitoring Top-k Pairs over Sliding Windows.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Loyalty-based selection: retrieving objects that persistently satisfy criteria.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Efficient processing of proximity based spatial queries.
PhD thesis, 2011

Continuous Monitoring of Distance-Based Range Queries.
IEEE Trans. Knowl. Data Eng., 2011

Stochastic skyline operator.
Proceedings of the 27th International Conference on Data Engineering, 2011

Influence zone: Efficiently processing reverse k nearest neighbors queries.
Proceedings of the 27th International Conference on Data Engineering, 2011

A unified approach for computing top-k pairs in multidimensional space.
Proceedings of the 27th International Conference on Data Engineering, 2011

Finding the Sites with Best Accessibilities to Amenities.
Proceedings of the Database Systems for Advanced Applications, 2011

A Unified Algorithm for Continuous Monitoring of Spatial Queries.
Proceedings of the Database Systems for Advanced Applications, 2011

2010
Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data.
IEEE Trans. Knowl. Data Eng., 2010

Quantile-based KNN over multi-valued objects.
Proceedings of the 26th International Conference on Data Engineering, 2010

Multi-guarded safe zone: An effective technique to monitor moving circular range queries.
Proceedings of the 26th International Conference on Data Engineering, 2010

Efficient Algorithms to Monitor Continuous Constrained <i>k</i> Nearest Neighbor Queries.
Proceedings of the Database Systems for Advanced Applications, 2010

Counting distinct objects over sliding windows.
Proceedings of the Database Technologies 2010, 2010

2009
Lazy Updates: An Efficient Technique to Continuously Monitoring Reverse kNN.
Proc. VLDB Endow., 2009

Efficient Construction of Safe Regions for Moving kNN Queries over Dynamic Datasets.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

2007
CircularTrip: An Effective Algorithm for Continuous <i>k</i> NN Queries.
Proceedings of the Advances in Databases: Concepts, 2007


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