An innovative and adaptive deep Markov random field-based retailing prediction framework in big data analytics with improved mud ring optimizer.

Kulandaivelu Gunasekaran

Kulandaivelu Gunasekaran Neha Verma 0004 Rajesh Arunachalam Muthusamy Dhurgadevi An innovative and adaptive deep Markov random field-based retailing prediction framework in big data analytics with improved mud ring optimizer. 126489 2025 270 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126489 db/journals/eswa/eswa270.html#GunasekaranVAD25 streams/journals/eswa

Sumithra Subramanian Muthusamy Dhurgadevi Kulandaivelu Gunasekaran Karpaga Selvi Subramanian An efficient cluster head selection in WSNs using transient search optimization (TSO) algorithm. nla 2025 February 38 Int. J. Commun. Syst. 3 https://doi.org/10.1002/dac.5970 db/journals/ijcomsys/ijcomsys38.html#SubramanianDGS25 streams/journals/ijcomsys

Kulandaivelu Gunasekaran Anuradha Taluja Mridini Gawas Rajiv Kumar Nath Automated breast cancer diagnosis optimized with higher-order attribute-enhancing heterogeneous graph neural networks using mammogram images. 106659 2024 97 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106659 db/journals/bspc/bspc97.html#KulandaiveluTGN24 streams/journals/bspc

Muthusamy Dhurgadevi Mridini Gawas Rajiv Kumar Nath Arunachalam RajeshRajesh Arunachalam Karpaga Selvi Subramanian Sumithra Subramanian Anuradha Taluja Neha Verma 0004