Frontiers in Computational Spatial Intelligence

2023 - 2025

Current editor(s): Dr. Mansoor Ali Khan

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Bibliographic data for series maintained by Dr. Shehzad Hassan ().

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Artificial Intelligence for Enhancing Urban Land Use Mix and Functional Diversity: A Data-Driven Approach to Sustainable Mixed-Use Development pp. 107-116: Adeel Ali
Hierarchical Graph Convolutional Networks with Attention Mechanisms for Integrated Urban Traffic and Energy Network Prediction Using UAV and GIS Data pp. 117-126: Noreen Fatima
Integrating Satellite-Derived Indices and Support Vector Machines for Enhanced Wildfire Detection: An Empirical Study on Australian Forest Fires pp. 127-140: Amna Shahid
Harnessing Drone Swarms for Enhanced Search and Rescue Operations: Efficiency, Resilience, and Future Directions pp. 141-153: Amjad Khan
Digital Twins as the Predictive Core of Smart Cities: A Systematic Review and Conceptual Framework for Sustainable Urban Futures pp. 154-164: Shahzaib Alam

A Hybrid ACO-DWA and Distributed Task Allocation Framework for Efficient Multi-Robot Operations in Unstructured Agricultural Environments pp. 54-65: Fatima Haider
An Integrated Ant Colony and Dynamic Window Approach for Cooperative Multi-Robot Trajectory Planning in Safflower Cultivation pp. 66-76: Rabia Naseer
A Market-Based 3D-Aware Coordination Framework for Multi-Robot Systems in Dynamic Environments pp. 77-86: Sana Asad
Integrating Artificial Intelligence and Augmented Reality for Geospatial Visualization in Emergency Management and Built Environments pp. 87-95: Amna Ameen

Integrating Anomaly Detection and Predictive Modeling for Real-Time Water Quality Monitoring: A Data-Driven Approach for Sustainable Resource Management pp. 1-10: Maria Raza
Ontology-Based Semantic Knowledge for Context-Aware Autonomous Indoor Robot Navigation pp. 21-31: Sarwat Hussain
Dual-Node Embedding Spatiotemporal Graph Neural Networks for Accurate Urban Traffic Flow Prediction Using UAV and Sensor Data pp. 32-42: Maria Raza
Comparative Analysis of Hierarchical and Integrated Trajectory Planning Architectures for Autonomous Vehicles in Multi-Scenario Environments pp. 43-53: Sarwat Hussain

Predicting Rice Yield Using Multi-Temporal Vegetation Indices and Machine Learning: A Comparative Study of Random Forest and Support Vector Regression Models pp. 158-167: Rabia Shaheen
Hierarchical Spatiotemporal Attention Network for Multi-Step Passenger Flow Prediction at Station Level: A Case Study of Gujranwala pp. 168-177: Amna Asif
Multi-Objective Autonomous Exploration for Simultaneous Mapping and Spatial Process Reconstruction Using Gaussian Processes pp. 178-186: Robina Sehar
Enhancing Semantic Enrichment of Building Information Models Using Edge Feature-Enhanced Graph Neural Networks pp. 187-196: Sana Asad
Hilbert-Curve-Driven Point Cloud Semantic Segmentation: Enhancing Spatial Locality Preservation for Improved Accuracy and Efficiency pp. 197-206: Zoobia Rahim

Contrast and Size Dependent Contextual Modulation in Primary Visual Cortex: Evidence from Surround Suppression and Facilitation Dynamics pp. 104-113: Amna Asif
Hybrid Neural-Digital Model for Egocentric-to-Allocentric Coordinate Transformation in Drosophila: A Central Complex and Half-Adder Logic Approach pp. 114-123: Rabia Anum
Enhancing Spatial Skills through Immersive Virtual Reality: An Empirical Study on Educational Outcomes and Cognitive Engagement pp. 124-132: Sarwat Hussain
Spatio-Temporal Forecasting of Hydro-Meteorological Extremes in Fiji Using Deep Learning and Ocean-Atmospheric Climate Indicators pp. 133-143: Sara Rafiq
Mining Software Bug Repositories: A 15-Year Analysis of Trends, Techniques, and Limitations in Bug Localization, Classification, Triaging, and Resolution (2010–2024) pp. 144-157: Robina Sehar

SpatialLLM: Advancing Urban Spatial Intelligence through Multimodal Large Language Models for Classification, Policy, and Reasoning pp. 54-62: Maheen Abbas
The Predictive Power of Spatial Relational Reasoning Models: A Deep Learning Framework for Structured Spatial Intelligence pp. 63-74: Zahra Waseem
Enhancing Fragmentary Spatial–Temporal Reasoning through Hybrid Qualitative Calculi: An Integrated Approach for Robust Inference under Incomplete Observations pp. 75-84: Saba Majeed
VcaNet: A Spatial Encoding-Aware Lightweight Network for Efficient Brain Tumor Segmentation on Mobile Devices pp. 85-94: Rashida Naseer
Spatio-Temporal Traffic Congestion Analysis Using AI-Driven Modeling Near Industrial Zones: A Case Study of LIMAK Cement Factory, North Karachi pp. 95-103: Maheen Abbas

Benchmarking Computational Intelligence Techniques for Accurate Land Use and Land Cover Classification Using Sentinel-2 Imagery: A Comparative Analysis of CNNs, Vision Transformers, and Random Forests pp. 1-10: Maryam Abbas
Integrating Artificial Intelligence and Visual Analytics for High-Resolution Landslide Detection Using Geospatial Imagery pp. 11-21: Rashida Naseer
Hybrid Semantic-Spatial Topic Modeling of Tourism Narratives: A Spatio-Temporal Analysis of TripAdvisor Data Using LDA, Embedding Alignment, and Swarm Intelligence pp. 22-32: Rabia Shaheen
NGEL-SLAM vs. Uni-SLAM and SP-SLAM: A Comparative Study of Hybrid Neural SLAM Architectures in Diverse Environments pp. 33-42: Sana Asad
From Narratives to Destinations: Semantic–Spatial Modeling of Tourism Trends Using Geotagged Reviews pp. 43-53: Sana Arif

Developmental Trajectories of Spatial Skills and Their Predictive Role in Early Mathematics Achievement: A Longitudinal, Person-Centered Study of Diverse Learners Aged 3 to 7 pp. 47-55: Rana Haidar Ali
Enhancing Spatial Accuracy Through Immersive Virtual Reality: A Comparative Study of Desktop and Head-Mounted Display Environments pp. 56-65: Hammad Bashir
Enhancing Spatial Ability and Engineering Graphics Performance through Structured Spatial Skills Training: A Quasi-Experimental Study pp. 66-75: Fatima Batool
A GeoAI-Based Ensemble Modeling Framework for Multi-Type Flood Susceptibility Assessment in Peshawar, Pakistan pp. 76-86: Fatima Batool
GeoAI-Driven Flood Susceptibility Mapping and Exposure Assessment in Pakistan Using Multi-Source Geospatial Big Data and Deep Learning Models pp. 87-97: Ahsan Mubeen

Bridging Neuroscience and AI: A Grid-Cell-Inspired Deep Learning Model for Spatial Navigation pp. 1-9: Fatima Batool
A Computational Model of Flexible Maze Navigation Through Hippocampal Replay: Bridging Neuroscience and AI pp. 10-17: Amjad Khan
Solving the Binding Problem Through Spatial Constraint Maps: Evidence from Human Behavior, Neural Simulation, and Dual-Pathway Neural Networks pp. 18-26: Zoobia Rahim
Enhancing Intrusion Detection in Software-Defined Networking Using SMOTE-Based Resampling and PCA-Driven Dimensionality Reduction: A Machine Learning Approach pp. 27-36: Shadab Hassan
Unpacking the Role of Spatial Ability in Solving Mathematical Word Problems: A Network and Correlational Approach pp. 37-46: Nouman Azeem