Personal information

Other IDs

Scopus Author ID: 57209917848

Keywords

GIS, Spatial data mining, Remote sensing, Urban analytics, geocomputation, machine learning

Countries

India

Activities

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Employment (3)

Indian Institute of Science Education and Research Bhopal: Bhopal, Madhya Pradesh, IN

2021-06-07 to present | Assistant Professor (Data Science and Engineering)
Employment
Source: Self-asserted source
Vaibhav Kumar

Indian Institute of Technology Kanpur: Kanpur, Uttar Pradesh, IN

2020-12-10 to 2021-05-31 | Postdoc Fellow (Geoinformatics, Civil Engineering)
Employment
Source: Self-asserted source
Vaibhav Kumar

Indian Institute of Technology Bombay: Mumbai, Maharastra, IN

2015-07-15 to 2020-06-17 | PhD Research Scholar (Centre for Urban Science and Engineering)
Employment
Source: Self-asserted source
Vaibhav Kumar

Education and qualifications (1)

Indian Institute of Technology Bombay: Mumbai, Maharashtra, IN

2015-06-15 to present | PhD (Centre for Urban Science and Engineering)
Education
Source: Self-asserted source
Vaibhav Kumar

Works (37)

Building Usage Classification in Indian Cities: Utilizing Street View Images and Object Detection Models

2025 | Book chapter
DOI: 10.1007/978-981-96-2644-1_22
Contributors: Yamini Sahu; Vasu Dhull; Satyajeet Shashwat; Vaibhav Kumar
Source: check_circle
Crossref

Spatial Clustering and Machine Learning for Crime Prediction: A Case Study on Women Safety in Bhopal

2025 | Book chapter
DOI: 10.1007/978-981-96-2644-1_21
Contributors: Yamini Sahu; Vaibhav Kumar
Source: check_circle
Crossref

Building usage prediction in complex urban scenes by fusing text and facade features from street view images using deep learning

Building and Environment
2025-01 | Journal article
DOI: 10.1016/j.buildenv.2024.112174
Contributors: Surya Prasath Ramalingam; Vaibhav Kumar
Source: check_circle
Crossref

Road extraction in diverse urban environments using UAV data and nDSM perturbations: A case of Bhopal, India

Remote Sensing Applications: Society and Environment
2025-01 | Journal article
DOI: 10.1016/j.rsase.2025.101465
Contributors: Ayush Dabra; Vaibhav Kumar; Jagannath Aryal
Source: check_circle
Crossref

INFED: Enhancing fire evacuation dynamics through 3D congestion-aware indoor navigation framework

Simulation Modelling Practice and Theory
2024-11 | Journal article
DOI: 10.1016/j.simpat.2024.103010
Contributors: Ritik Bhardwaj; Arpita Bhargava; Vaibhav Kumar
Source: check_circle
Crossref

Nature-inspired optimal tuning of input membership functions of fuzzy inference system for groundwater level prediction

Environmental Modelling & Software
2024-04 | Journal article
DOI: 10.1016/j.envsoft.2024.105995
Contributors: Vipul Bhadani; Abhilash Singh; Vaibhav Kumar; Kumar Gaurav
Source: check_circle
Crossref

pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation

SN Computer Science
2024-02-19 | Journal article
DOI: 10.1007/s42979-024-02627-5
Contributors: Abhishek Kuriyal; Vaibhav Kumar; Bharat Lohani
Source: check_circle
Crossref

AutoML-GWL: Automated machine learning model for the prediction of groundwater level

Engineering Applications of Artificial Intelligence
2024-01 | Journal article
DOI: 10.1016/j.engappai.2023.107405
Contributors: Abhilash Singh; Sharad Patel; Vipul Bhadani; Vaibhav Kumar; Kumar Gaurav
Source: check_circle
Crossref

Enhancing emergency vehicle access in dense settlements of Mumbai using high-resolution satellite imagery: A deep learning approach

International Journal of Disaster Risk Reduction
2024-01 | Journal article
DOI: 10.1016/j.ijdrr.2023.104212
Contributors: Vivek Kumar Singh; Vaibhav Kumar
Source: check_circle
Crossref

Evaluating green cover and open spaces in informal settlements of Mumbai using deep learning

Neural Computing and Applications
2023-06 | Journal article
DOI: 10.1007/s00521-023-08320-7
Contributors: Ayush Dabra; Vaibhav Kumar
Source: check_circle
Crossref

Automatizing the generation of building usage maps from geotagged street view images using deep learning

Building and Environment
2023-05 | Journal article
DOI: 10.1016/j.buildenv.2023.110215
Contributors: Surya Prasath Ramalingam; Vaibhav Kumar
Source: check_circle
Crossref

Machine learning models to predict groundwater level in a Semi-arid river catchment, Central India

2023-02-26 | Other
DOI: 10.5194/egusphere-egu23-12629
Contributors: Vipul Bhadani; Abhilash Singh; Vaibhav Kumar; Kumar Gaurav
Source: Self-asserted source
Vaibhav Kumar

Dynamic routing for efficient waste collection in resource constrained societies

Scientific Reports
2023-02-09 | Journal article
DOI: 10.1038/s41598-023-29593-x
Part of ISSN: 2045-2322
Contributors: Marut Priyadarshi; Meet Maratha; Mohammad Anish; Vaibhav Kumar
Source: Self-asserted source
Vaibhav Kumar

Manually Annotated High Resolution Satellite Image Dataset of Mumbai for Semantic Segmentation

2023-02-09 | Dataset
DOI: 10.17632/XJ2V49ZT26.1
Contributors:
Source: Self-asserted source
Vaibhav Kumar

Spatiotemporal sentiment variation analysis of geotagged COVID-19 tweets from India using a hybrid deep learning model

Scientific Reports
2022-12 | Journal article
DOI: 10.1038/s41598-022-05974-6
Part of ISSN: 2045-2322
Source: Self-asserted source
Vaibhav Kumar

Simulating fire-safe cities using a machine learning-based algorithm for the complex urban forms of developing nations: a case of Mumbai India

Geocarto International
2022-02-16 | Journal article
DOI: 10.1080/10106049.2020.1756463
Contributors: Vaibhav Kumar; Arnab Jana; Krithi Ramamritham
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Coverage or Response Time

Advances in Urban Planning in Developing Nations
2021 | Book chapter
Source: Self-asserted source
Vaibhav Kumar

COVID-19 driven changes in the air quality; a study of major cities in the Indian state of Uttar Pradesh

Environmental Pollution
2021 | Journal article
DOI: 10.1016/j.envpol.2021.116512
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 2)‎

Incorporation of slope and rainfall variability in channel network extraction from DEM data at basin scale

Geocarto International
2021 | Journal article
DOI: 10.1080/10106049.2021.1886340
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 2)‎

Landslide inventory and susceptibility models considering the landslide typology using deep learning: Himalayas, India

Natural Hazards
2021 | Journal article
Source: Self-asserted source
Vaibhav Kumar

Spatial Distribution of Socioeconomic Factors and Its Impact on Urban Land Use Dynamics: An Agent Based Modeling Approach

Lecture Notes in Civil Engineering
2021 | Book
DOI: 10.1007/978-981-33-4114-2_3
EID:

2-s2.0-85104836258

Part of ISSN: 23662565 23662557
Contributors: Singh, V.K.; Kumar, V.; Jana, A.
Source: Self-asserted source
Vaibhav Kumar via Scopus - Elsevier

Integrating Cellular Automata and Agent-Based Modeling for Predicting Urban Growth: A Case of Dehradun City

Journal of the Indian Society of Remote Sensing
2021-11-02 | Journal article
DOI: 10.1007/s12524-021-01418-2
Contributors: Vaibhav Kumar; Vivek Kumar Singh; Kshama Gupta; Ashutosh Kumar Jha
Source: check_circle
Crossref

Big Data and WebGIS for Formulating Health Care Policy in India

2021-07-22 | Conference paper
DOI: 10.1109/21CW48944.2021.9532567
Contributors: Vaibhav Kumar; Ahana Sarkar; Arnab Jana
Source: check_circle
Crossref

A decision framework to access urban fire vulnerability in cities of developing nations: empirical evidence from Mumbai

Geocarto International
2020 | Journal article
DOI: 10.1080/10106049.2020.1723718
EID:

2-s2.0-85079044534

Part of ISBN:

10106049
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 3)‎

Effective Handling of Emergencies in Resource Constrained Urban Areas by Considering Dynamics: A Performance Analysis

Transportation Research Procedia
2020 | Journal article
DOI: 10.1016/j.trpro.2020.08.030
EID:

2-s2.0-85092161533

Part of ISSN: 23521465 23521457
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 3)‎

Land use land cover dynamics using remote sensing and GIS Techniques in Western Doon Valley, Uttarakhand, India

Geoecology of landscape dynamics
2020 | Book chapter
Source: Self-asserted source
Vaibhav Kumar

Optimizing the Redevelopment Cost of Urban Areas to Minimize the Fire Susceptibility of Heterogeneous Urban Settings in Developing Nations: a Case from Mumbai, India

Process Integration and Optimization for Sustainability
2020 | Journal article
DOI: 10.1007/s41660-020-00124-9
EID:

2-s2.0-85087637034

Part of ISBN:

25094246
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 2)‎

Pinch analysis to reduce fire susceptibility by redeveloping urban built forms

Clean Technologies and Environmental Policy
2020 | Journal article
DOI: 10.1007/s10098-020-01895-y
EID:

2-s2.0-85087833254

Part of ISBN:

16189558 1618954X
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 2)‎

Simulating fire-safe cities using a machine learning-based algorithm for the complex urban forms of developing nations: a case of Mumbai India

Geocarto International
2020 | Journal article
Source: Self-asserted source
Vaibhav Kumar

Spatial Analysis and Mapping of Malaria Risk in Dehradun City India: A Geospatial Technology-Based Decision-Making Tool for Planning and Management

Geoecology of Landscape Dynamics
2020 | Book chapter
Source: Self-asserted source
Vaibhav Kumar

Resource Allocation for Handling Emergencies Considering Dynamic Variations and Urban Spaces: Fire Fighting in Mumbai

Proceedings of the Tenth International Conference on Information and Communication Technologies and Development
2019 | Conference paper
DOI: 10.1145/3287098.3287099
Part of ISBN: 9781450361224
EID:

2-s2.0-85060946607
Source: Self-asserted source
Vaibhav Kumar
grade
Preferred source (of 3)‎

Incorporation of Slope and Rainfall Variability in Channel Network Extraction from Digital Elevation Model

AGU Fall Meeting Abstracts
2018 | Conference paper
Source: Self-asserted source
Vaibhav Kumar

Active tectonic deformation along reactivated faults in Binta basin in Kumaun Himalaya of north India: Inferences from tectono-geomorphic evaluation

Zeitschrift fur Geomorphologie
2017 | Journal article
DOI: 10.1127/zfg/2017/0417
EID:

2-s2.0-85027876193

Part of ISBN:

03728854
Contributors: Taloor, A.K.; Ray, P.K.C.; Jasrotia, A.S.; Kotlia, B.S.; Alam, A.; Kumar, S.G.; Kumar, R.; Kumar, V.; Roy, S.
Source: Self-asserted source
Vaibhav Kumar via Scopus - Elsevier

Estimation of quantitative measures of total water storage variation from GRACE and GLDAS-NOAH satellites using geospatial technology

Quaternary International
2017 | Journal article
DOI: 10.1016/j.quaint.2017.04.014
EID:

2-s2.0-85017449308

Part of ISBN:

10406182
Contributors: Singh, A.K.; Jasrotia, A.S.; Taloor, A.K.; Kotlia, B.S.; Kumar, V.; Roy, S.; Ray, P.K.C.; Singh, K.K.; Singh, A.K.; Sharma, A.K.
Source: Self-asserted source
Vaibhav Kumar via Scopus - Elsevier

Framework to assess and locate affordable and accessible housing for developing nations: Empirical evidences from Mumbai

Habitat International
2016 | Journal article
DOI: 10.1016/j.habitatint.2016.07.005
EID:

2-s2.0-84979609084

Part of ISBN:

01973975
Contributors: Jana, A.; Bardhan, R.; Sarkar, S.; Kumar, V.
Source: Self-asserted source
Vaibhav Kumar via Scopus - Elsevier

Performance study of various spatial indexes on 3D geo-data in Geo-RDBMS

Geocarto International
2015 | Journal article
Source: Self-asserted source
Vaibhav Kumar

3D Geo-data Management and Query Optimization in GeoRDBMS in Multi-User Access

2014 | Dissertation or Thesis
Source: Self-asserted source
Vaibhav Kumar

Peer review (5 reviews for 3 publications/grants)

Review activity for Applied geomatics. (1)
Review activity for Journal of geochemical exploration. (1)
Review activity for Photonirvachak Journal of Indian Society of Photo-interpretation and Remote Sensing. (3)
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