Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems.

Lalit Mohan Goyal https://orcid.org/0000-0003-4618-0281 https://www.wikidata.org/entity/Q124645515

Tamanna Sachdeva Lalit Mohan Goyal Mamta Mittal Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems. 2025 June 15 WIREs Data. Mining. Knowl. Discov. 2 https://doi.org/10.1002/widm.70006 db/journals/widm/widm15.html#SachdevaGM25 streams/journals/widm

Bijoy Chhetri Lalit Mohan Goyal Mamta Mittal How machine learning is used to study addiction in digital healthcare: A systematic review. 100175 2023 November 3 Int. J. Inf. Manag. Data Insights 2 https://doi.org/10.1016/j.jjimei.2023.100175 db/journals/ijinfomandi/ijinfomandi3.html#ChhetriGM23

Neeru Mago Satish Kumar Lalit Mohan Goyal Real Time Fuzzy based Intelligent Parking Detection System Using Deep Learning Techniques. 2560-2568 2022 24 Int. J. Fuzzy Syst. 5 https://doi.org/10.1007/s40815-021-01212-9 db/journals/ijfs/ijfs24.html#MagoKG22

Iqbaldeep Kaur Lalit Mohan Goyal Adrija Ghansiyal D. Jude Hemanth Efficient Approach for Rhopalocera Classification Using Growing Convolutional Neural Network. 499-512 2022 30 Int. J. Uncertain. Fuzziness Knowl. Based Syst. 3 https://doi.org/10.1142/S0218488522400189 db/journals/ijufks/ijufks30.html#KaurGGH22

Farah Saeed Muhammad Attique Khan Muhammad Sharif 0001 Mamta Mittal Lalit Mohan Goyal Sudipta Roy 0002 Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification. 107164 2021 103 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2021.107164 db/journals/asc/asc103.html#SaeedKSMGR21

Mamta Mittal Suresh Chandra Satapathy Vaibhav Pal Basant Agarwal Lalit Mohan Goyal Pritee Parwekar Prediction of coefficient of consolidation in soil using machine learning techniques. 103830 2021 82 Microprocess. Microsystems https://doi.org/10.1016/j.micpro.2021.103830 db/journals/mam/mam82.html#MittalSPAGP21

Mamta Mittal Munish Kumar 0001 Amit Verma 0003 Iqbaldeep Kaur Bhavneet Kaur Meenakshi Sharma Lalit Mohan Goyal FEMT: a computational approach for fog elimination using multiple thresholds. 227-241 2021 80 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-020-09657-0 db/journals/mta/mta80.html#MittalKVKKSG21

Lalit Mohan Goyal Mamta Mittal Munish Kumar 0001 Bhavneet Kaur Meenakshi Sharma Amit Verma 0003 Iqbaldeep Kaur An efficient method of multicolor detection using global optimum thresholding for image analysis. 18969-18991 2021 80 Multim. Tools Appl. 12 https://doi.org/10.1007/s11042-020-10365-y db/journals/mta/mta80.html#GoyalMKKSVK21

Muhammad Attique Khan Mamta Mittal Lalit Mohan Goyal Sudipta Roy 0002 A deep survey on supervised learning based human detection and activity classification methods. 27867-27923 2021 80 Multim. Tools Appl. 18 https://doi.org/10.1007/s11042-021-10811-5 db/journals/mta/mta80.html#KhanMGR21

Lalit Mohan Goyal Maanak Arora Tushar Pandey Mamta Mittal Morphological classification of galaxies using Conv-nets. 1427-1436 2020 13 Earth Sci. Informatics 4 https://doi.org/10.1007/s12145-020-00526-w db/journals/esi/esi13.html#GoyalAPM20

Bijoy Chhetri Lalit Mohan Goyal Mamta Mittal Sandeep Gurung Consumption of Licit and Illicit Substances leading to Mental Illness: A Prevalence Study. e5 2020 6 EAI Endorsed Trans. Pervasive Health Technol. 21 https://doi.org/10.4108/eai.11-5-2020.164415 db/journals/phat/phat6.html#ChhetriGMG20

Sunil Chawla Mamta Mittal Meenakshi Chawla Lalit Mohan Goyal Corona Virus - SARS-CoV-2: An Insight to Another way of Natural Disaster. e4 2020 6 EAI Endorsed Trans. Pervasive Health Technol. 22 https://doi.org/10.4108/eai.28-5-2020.164823 db/journals/phat/phat6.html#ChawlaMCG20

Mehshan Ahmed Khan Muhammad Attique Khan Fawad Ahmed Mamta Mittal Lalit Mohan Goyal D. Jude Hemanth Suresh Chandra Satapathy Gastrointestinal diseases segmentation and classification based on duo-deep architectures. 193-204 2020 131 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2019.12.024 https://www.wikidata.org/entity/Q126440450 db/journals/prl/prl131.html#KhanKAMGHS20

Lalit Mohan Goyal Mamta Mittal Ranjeeta Kaushik Amit Verma 0003 Iqbaldeep Kaur Sudipta Roy 0002 Tai-Hoon Kim Improved ECG Watermarking Technique Using Curvelet Transform. 2941 2020 20 Sensors 10 https://doi.org/10.3390/s20102941 https://www.wikidata.org/entity/Q95829589 db/journals/sensors/sensors20.html#GoyalMKVKRK20

Aman Agarwal Mamta Mittal Akshat Pathak Lalit Mohan Goyal Fake News Detection Using a Blend of Neural Networks: An Application of Deep Learning. 143 2020 1 SN Comput. Sci. 3 https://doi.org/10.1007/s42979-020-00165-4 https://orkg.org/orkg/resource/R213152 db/journals/sncs/sncs1.html#AgarwalMPG20

Mamta Mittal Ranjeeta Kaushik Amit Verma 0003 Iqbaldeep Kaur Lalit Mohan Goyal Sudipta Roy 0002 Tai-Hoon Kim Image Watermarking in Curvelet Domain Using Edge Surface Blocks. 822 2020 12 Symmetry 5 https://doi.org/10.3390/sym12050822 db/journals/symmetry/symmetry12.html#MittalKVKGRK20

Madhu Arora Lalit Mohan Goyal Nalini Chintalapudi Mamta Mittal Factors affecting digital education during COVID-19: A statistical modeling approach. 1-5 2020 ICCCS https://doi.org/10.1109/ICCCS49678.2020.9277370 conf/icccs/2020 db/conf/icccs/icccs2020.html#AroraGCM20

Mamta Mittal Amit Verma 0003 Iqbaldeep Kaur Bhavneet Kaur Meenakshi Sharma Lalit Mohan Goyal Sudipta Roy 0002 Tai-Hoon Kim An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis. 33240-33255 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2902579 https://www.wikidata.org/entity/Q128222581 db/journals/access/access7.html#MittalVKKSGRK19

Mamta Mittal Lalit Mohan Goyal Sumit Kaur Iqbaldeep Kaur Amit Verma 0003 D. Jude Hemanth Deep learning based enhanced tumor segmentation approach for MR brain images. 346-354 2019 78 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2019.02.036 db/journals/asc/asc78.html#MittalGKKVH19

Mamta Mittal Lalit Mohan Goyal D. Jude Hemanth Jasleen K. Sethi Clustering approaches for high-dimensional databases: A review. 2019 9 WIREs Data Mining Knowl. Discov. 3 https://doi.org/10.1002/widm.1300 https://www.wikidata.org/entity/Q128538300 db/journals/widm/widm9.html#MittalGHS19

Bhavneet Kaur Meenakshi Sharma Mamta Mittal Amit Verma 0003 Lalit Mohan Goyal D. Jude Hemanth An improved salient object detection algorithm combining background and foreground connectivity for brain image analysis. 692-703 2018 71 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2018.08.018 https://www.wikidata.org/entity/Q129282670 db/journals/cee/cee71.html#KaurSMVGH18

Lalit Mohan Goyal M. M. Sufyan Beg Tanvir Ahmad An Efficient Framework for Mining Association Rules in the Distributed Databases. 645-657 2018 61 Comput. J. 5 https://doi.org/10.1093/comjnl/bxx067 db/journals/cj/cj61.html#GoyalBA18

Mamta Mittal Iqbaldeep Kaur Subhash Chandra Pandey Amit Verma 0003 Lalit Mohan Goyal Opinion Mining for the Tweets in Healthcare Sector using Fuzzy Association Rule. e2 2018 4 EAI Endorsed Trans. Pervasive Health Technol. 16 https://doi.org/10.4108/eai.13-7-2018.159861 https://www.wikidata.org/entity/Q127365639 db/journals/phat/phat4.html#MittalKPVG18

Aman Agarwal Basant Agarwal Tanvir Ahmad Fawad Ahmed Maanak Arora Madhu Arora Mirza Mohd. Sufyan BegM. M. Sufyan Beg Meenakshi Chawla Sunil Chawla Bijoy Chhetri Nalini Chintalapudi Adrija Ghansiyal Sandeep Gurung D. Jude Hemanth Bhavneet Kaur Iqbaldeep Kaur Sumit Kaur Ranjeeta Kaushik Mehshan Ahmed Khan Muhammad Attique Khan Tai-Hoon Kim Munish Kumar 0001 Satish Kumar Neeru Mago Mamta Mittal Vaibhav Pal Subhash Chandra Pandey Tushar Pandey Pritee Parwekar Akshat Pathak Sudipta Roy 0002 Tamanna Sachdeva Farah Saeed Suresh Chandra Satapathy Jasleen K. Sethi Muhammad Sharif 0001 Meenakshi Sharma Amit Verma 0003