Smart Growth Strategies: A Machine Learning Framework for Population-Driven Water and Energy Demand Forecasting in Urban Planning.

Joe Prathap Pathrose Joe Prathap P. M P. M. Joe Prathap Joe Prathap Pathrose Mary RMD Engineering College, Chennai, India https://orcid.org/0000-0002-4708-8308

Emerson Ajith Jubilson Joe Prathap Pathrose Mary Wencheslas Vinil Dani Paneerselvam Dhanavanthini Murali Krishna Challagulla Smart Growth Strategies: A Machine Learning Framework for Population-Driven Water and Energy Demand Forecasting in Urban Planning. 2026 16567-16577 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3658727 db/journals/access/access14.html#JubilsonMDDC26 streams/journals/access

Joe Prathap P. M J. T. Thirukrishna Wencheslas Vinil Dani Emmanuel Rajarathnam Asha P. N. RCOA: A hybrid bio-inspired metaheuristic based on Rangoon Creeper growth dynamics for sustainable supply chain optimization in complex nonlinear systems. 2026 100891 30 Array https://doi.org/10.1016/j.array.2026.100891 db/journals/array/array30.html#MTDRN26 streams/journals/array

P. M. Joe Prathap Subathra Ravi Mini Prince Wencheslas Vinil Dani Sumithra A. A hybrid parasite-inspired cuckoo catfish metaheuristic and blockchain architecture for real-time supply chain optimization. 2026 123364 744 Inf. Sci. https://doi.org/10.1016/j.ins.2026.123364 db/journals/isci/isci744.html#PrathapRPDA26 streams/journals/isci

Swetha Sundaram Joe Prathap Pathrose Mary Heuristic-derived improved triple data encryption standard (ITDES) algorithm for multi-hop concurrent big data sharing using blockchain technology. 2026 December 79 68 Knowl. Inf. Syst. 1 https://doi.org/10.1007/s10115-026-02691-8 db/journals/kais/kais68.html#SundaramM26 streams/journals/kais

Kanjoor Vamanan Praveen Joe Prathap Pathrose Mary Nagarajan Ramshankar Sundaram Murugesan Energy-Efficient Communication Using Auto-Associative Polynomial Convolutional Neural Network in WSN. 2025 March 38 Int. J. Commun. Syst. 4 https://doi.org/10.1002/dac.6075 db/journals/ijcomsys/ijcomsys38.html#PraveenMRM25 streams/journals/ijcomsys

Swetha Sundaram Joe Prathap P. M A novel dilated weighted recurrent neural network (RNN)-based smart contract for secure sharing of big data in Ethereum blockchain using hybrid encryption schemes. e2930 2025 11 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.2930 db/journals/peerj-cs/peerj-cs11.html#SM25 streams/journals/peerj-cs

T. P. Anish P. M. Joe Prathap Hsc-attention multi-disease prediction Net: A heuristic-assisted hybrid serial cascaded Attention-based Network with ensemble feature selection process for Multi-Disease prediction. 105676 2024 89 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2023.105676 db/journals/bspc/bspc89.html#AnishP24

T. P. Anish P. M. Joe Prathap A novel approach for multi-CHD prediction using IW-LNEF-DJRNN model based on 3D CT images. 106074 2024 92 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106074 db/journals/bspc/bspc92.html#AnishP24a

Meena Lekshmanan Chinna Joe Prathap Pathrose Mary Efficient feature extraction and hybrid deep learning for early identification of uterine fibroids in ultrasound images. 2024 May 34 Int. J. Imaging Syst. Technol. 3 https://doi.org/10.1002/ima.23073 db/journals/imst/imst34.html#ChinnaM24

G. Naveen P. M. Joe Prathap Hybrid cat and mouse-based dolphin swarm optimization strategy for intelligent routing in wireless sensor network applicable for iot applications. 2692-2716 2024 September 17 Peer Peer Netw. Appl. 5 https://doi.org/10.1007/s12083-024-01713-y db/journals/ppna/ppna17.html#NaveenP24 streams/journals/ppna

Mini Prince P. M. Joe Prathap An Imbalanced Dataset and Class Overlapping Classification Model for Big Data. 1009-1024 2023 44 Comput. Syst. Sci. Eng. 2 https://doi.org/10.32604/csse.2023.024277 db/journals/csse/csse44.html#PrinceP23

N. Ramshankar Joe Prathap P. M Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset. 102194 2023 July 146 Data Knowl. Eng. https://doi.org/10.1016/j.datak.2023.102194 db/journals/dke/dke146.html#RamshankarM23

Mini Prince P. M. Joe Prathap A Novel Approach to Design Distribution Preserving Framework for Big Data. 2789-2803 2023 35 Intell. Autom. Soft Comput. 3 https://doi.org/10.32604/iasc.2023.029533 db/journals/iasc/iasc35.html#PrinceP23 streams/journals/iasc

G. Naveen P. M. Joe Prathap Network energy optimization and intelligent routing in WSN applicable for IoT using self-adaptive coyote optimization algorithm. 2023 36 Int. J. Commun. Syst. 9 https://doi.org/10.1002/dac.5464 db/journals/ijcomsys/ijcomsys36.html#NaveenP23

N. Ramshankar P. M. Joe Prathap Reviewer reliability and XGboost whale optimized sentiment analysis for online product recommendation. 1547-1562 2023 44 J. Intell. Fuzzy Syst. 1 https://doi.org/10.3233/JIFS-221633 db/journals/jifs/jifs44.html#RamshankarP23

Dhinakaran D Joe Prathap P. M D. Selvaraj Arul Kumar D Murugeshwari B Mining Privacy-Preserving Association Rules based on Parallel Processing in Cloud Computing. 2023 abs/2304.10836 CoRR https://doi.org/10.48550/arXiv.2304.10836 db/journals/corr/corr2304.html#abs-2304-10836

D. Dhinakaran P. M. Joe Prathap Preserving Data Confidentiality in Association Rule Mining Using Data Share Allocator Algorithm. 2023 abs/2304.14605 CoRR https://doi.org/10.48550/arXiv.2304.14605 db/journals/corr/corr2304.html#abs-2304-14605

Dhinakaran D Joe Prathap P. M A Brief Study of Privacy-Preserving Practices (PPP) in Data Mining. 2023 abs/2304.14607 CoRR https://doi.org/10.48550/arXiv.2304.14607 db/journals/corr/corr2304.html#abs-2304-14607

D. Dhinakaran P. M. Joe Prathap Preserving Data Confidentiality in Association Rule Mining Using Data Share Allocator Algorithm. 1877-1892 2022 33 Intell. Autom. Soft Comput. 3 https://doi.org/10.32604/iasc.2022.024509 https://www.wikidata.org/entity/Q114584225 db/journals/iasc/iasc33.html#DhinakaranP22 streams/journals/iasc

D. Dhinakaran P. M. Joe Prathap Protection of data privacy from vulnerability using two-fish technique with Apriori algorithm in data mining. 17559-17593 2022 78 J. Supercomput. 16 https://doi.org/10.1007/s11227-022-04517-0 https://www.wikidata.org/entity/Q114689251 db/journals/tjs/tjs78.html#DhinakaranP22

D. Dhinakaran P. M. Joe Prathap Correction to: Protection of data privacy from vulnerability using two-fish technique with Apriori algorithm in data mining. 19754 2022 78 J. Supercomput. 18 https://doi.org/10.1007/s11227-022-04652-8 https://www.wikidata.org/entity/Q114689244 db/journals/tjs/tjs78.html#DhinakaranP22a

T. P. Anish P. M. Joe Prathap Automated Vehicle Number Recognition Scheme Using Neural Networks. 269-280 2022 ICACDS (1) https://doi.org/10.1007/978-3-031-12638-3_23 conf/icacds/2022-1 db/conf/icacds/icacds2022-1.html#AnishP22

K. V. Praveen Joe Prathap P. M Energy Efficient Congestion Aware Resource Allocation and Routing Protocol for IoT Network using Hybrid Optimization Techniques. 1187-1207 2021 117 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-020-07917-8 db/journals/wpc/wpc117.html#PraveenM21

Sujesh Lal Joe Prathap P. M An energy-efficient lightweight security protocol for optimal resource provenancein wireless sensor networks. 2020 28 Turkish J. Electr. Eng. Comput. Sci. 6 https://doi.org/10.3906/elk-2003-6 https://www.wikidata.org/entity/Q114929066 db/journals/elektrik/elektrik28.html#LalM20

Sanaj Ms Joe Prathap P. M Valanto Alappatt Profit maximization based task scheduling in hybrid clouds using whale optimization technique. 155-168 2020 29 Inf. Secur. J. A Glob. Perspect. 4 https://doi.org/10.1080/19393555.2020.1716116 db/journals/isjgp/isjgp29.html#MsMA20

Valanto Alappatt Joe Prathap P. M Multipath routing mechanism using embedded architecture of interfaced circuit. 103188 2020 77 Microprocess. Microsystems https://doi.org/10.1016/j.micpro.2020.103188 db/journals/mam/mam77.html#AlappattM20

Sanaj Ms Joe Prathap P. M An infrastructure for embedded systems using task scheduling. 103190 2020 77 Microprocess. Microsystems https://doi.org/10.1016/j.micpro.2020.103190 db/journals/mam/mam77.html#MsP20

Kale Sarika Prakash Joe Prathap P. M Tracking Pointer and Look Ahead Matching Strategy to Evaluate Iceberg Driven Query. 55-67 2017 13 J. Comput. Sci. 3 https://doi.org/10.3844/jcssp.2017.55.67 db/journals/jcsci/jcsci13.html#PrakashP17

Varun G. Menon Joe Prathap Pathrose Jogi Priya Ensuring Reliable Communication in Disaster Recovery Operations with Reliable Routing Technique. 9141329:1-9141329:10 2016 2016 Mob. Inf. Syst. https://doi.org/10.1155/2016/9141329 https://www.wikidata.org/entity/Q59130568 db/journals/mis/mis2016.html#MenonPP16

Varun G. Menon Joe Prathap P. M Opportunistic Routing with Virtual Coordinates to Handle Communication Voids in Mobile Ad hoc Networks. 323-334 2015 SIRS https://doi.org/10.1007/978-3-319-28658-7_28 conf/sirs/2015 db/conf/sirs/sirs2015.html#MenonP15

Joe Prathap P. M V. Vasudevan Secure Key Management with optimal resource allocation using multiple edge sharing multicast trees. 93-101 2009 4 J. Convergence Inf. Technol. 2 http://www.aicit.org/jcit/ppl/jcit_version6_Part11.pdf db/journals/jcit/jcit4.html#PrathapV09

Joe Prathap P. M V. Vasudevan Analysis of the various key management algorithms and new proposal in the secure multicast communications http://arxiv.org/abs/0906.3956 2009 CoRR abs/0906.3956 db/journals/corr/corr0906.html#abs-0906-3956

Sumithra A. Valanto Alappatt T. P. Anish Murugeshwari B Murali Krishna Challagulla Meena Lekshmanan Chinna Arul Kumar D Dhinakaran D Wencheslas Vinil Dani Paneerselvam Dhanavanthini D. Dhinakaran Emerson Ajith Jubilson Sujesh Lal Varun G. Menon Sanaj Ms Sundaram Murugesan Asha P. N. G. Naveen Kale Sarika Prakash K. V. PraveenKanjoor Vamanan Praveen Mini Prince Jogi Priya Emmanuel Rajarathnam N. RamshankarNagarajan Ramshankar Subathra Ravi D. Selvaraj Swetha Sundaram J. T. Thirukrishna V. Vasudevan