Pradeep Singh - RankMe

45 papers Journal 41Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A review on the effectiveness of recent approaches to few-shot learning for image analysis. Appl. Intell. Deepak Suresh Asudani, Naresh Kumar Nagwani, Pradeep Singh
2025	J	`jnl`	AdaCoRCE Loss for Knowledge Distillation: A Novel Approach With Network Fission and Co-Teaching Technique. IEEE Trans. Artif. Intell. Shankey Garg, Pradeep Singh
2025	J	`jnl`	Meta network attention-based feature matching for heterogeneous defect prediction. Autom. Softw. Eng. Meetesh Nevendra, Pradeep Singh
2025	J	`jnl`	TRGNet: a deep transfer learning approach for software defect prediction. Expert Syst. Appl. Meetesh Nevendra, Pradeep Singh
2024	J	`jnl`	A comparative evaluation of machine learning and deep learning algorithms for question categorization of VQA datasets. Multim. Tools Appl. Deepak Suresh Asudani, Naresh Kumar Nagwani, Pradeep Singh
2024	J	`jnl`	Detecting Web Attacks From HTTP Weblogs Using Variational LSTM Autoencoder Deviation Network. IEEE Trans. Serv. Comput. Rikhi Ram Jagat, Dilip Singh Sisodia, Pradeep Singh
2024	J	`jnl`	ErfReLU: adaptive activation function for deep neural network. Pattern Anal. Appl. Ashish Rajanand, Pradeep Singh
2024	J	`jnl`	Exploiting web content semantic features to detect web robots from weblogs. J. Netw. Comput. Appl. Rikhi Ram Jagat, Dilip Singh Sisodia, Pradeep Singh
2023	J	`jnl`	An aggregated loss function based lightweight few shot model for plant leaf disease classification. Multim. Tools Appl. Shankey Garg, Pradeep Singh
2023	J	`jnl`	DISET: a distance based semi-supervised self-training for automated users' agent activity detection from web access log. Multim. Tools Appl. Rikhi Ram Jagat, Dilip Singh Sisodia, Pradeep Singh
2023	J	`jnl`	ErfReLU: Adaptive Activation Function for Deep Neural Network. CoRR Ashish Rajanand, Pradeep Singh
2023	J	`jnl`	Impact of word embedding models on text analytics in deep learning environment: a review. Artif. Intell. Rev. Deepak Suresh Asudani, Naresh Kumar Nagwani, Pradeep Singh
2023	J	`jnl`	Transfer Learning Based Lightweight Ensemble Model for Imbalanced Breast Cancer Classification. IEEE ACM Trans. Comput. Biol. Bioinform. Shankey Garg, Pradeep Singh
2023	J	`jnl`	Web-S4AE: a semi-supervised stacked sparse autoencoder model for web robot detection. Neural Comput. Appl. Rikhi Ram Jagat, Dilip Singh Sisodia, Pradeep Singh
2022	J	`jnl`	Cross-Project Defect Prediction with Metrics Selection and Balancing Approach. Appl. Comput. Syst. Meetesh Nevendra, Pradeep Singh
2022	J	`jnl`	Empirical investigation of hyperparameter optimization for software defect count prediction. Expert Syst. Appl. Meetesh Nevendra, Pradeep Singh
2022	J	`jnl`	Exploring the effectiveness of word embedding based deep learning model for improving email classification. Data Technol. Appl. Deepak Suresh Asudani, Naresh Kumar Nagwani, Pradeep Singh
2021	J	`jnl`	A Critical Note on Social Cloud. CoRR Pramod C. Mane, Kapil Ahuja, Pradeep Singh
2021	J	`jnl`	A survey of android application and malware hardening. Comput. Sci. Rev. Vikas Sihag, Manu Vardhan, Pradeep Singh
2021	—	`conf`	An Assistive Tool For Fileless Malware Detection. WAC Pramod Borana, Vikas Sihag, Gaurav Choudhary, Manu Vardhan, Pradeep Singh
2021	J	`jnl`	BLADE: Robust malware detection against obfuscation in android. Digit. Investig. Vikas Sihag, Manu Vardhan, Pradeep Singh
2021	J	`jnl`	De-LADY: Deep learning based Android malware detection using Dynamic features. J. Internet Serv. Inf. Secur. Vikas Sihag, Manu Vardhan, Pradeep Singh, Gaurav Choudhary, Seiil Son
2021	J	`jnl`	Defect count prediction via metric-based convolutional neural network. Neural Comput. Appl. Meetesh Nevendra, Pradeep Singh
2021	—	`conf`	Forensic Analysis of Fitness Applications on Android. MobiSec Rahul Sinha, Vikas Sihag, Gaurav Choudhary, Manu Vardhan, Pradeep Singh
2020	J	`jnl`	ACO based comprehensive model for software fault prediction. Int. J. Knowl. Based Intell. Eng. Syst. Pradeep Singh, Shrish Verma
2020	J	`jnl`	Compositional framework for multitask learning in the identification of cleavage sites of HIV-1 protease. J. Biomed. Informatics Deepak Singh, Dilip Singh Sisodia, Pradeep Singh
2020	J	`jnl`	Deciphering the function of unknown Netw. Model. Anal. Health Informatics Bioinform. Pradeep Singh, Awanish Kumar
2020	J	`jnl`	Gene selection for cancer types classification using novel hybrid metaheuristics approach. Swarm Evol. Comput. Alok Kumar Shukla, Pradeep Singh, Manu Vardhan
2020	J	`jnl`	Multi-Objective Evolutionary approach for the Performance Improvement of Learners using Ensembling Feature selection and Discretization Technique on Medical data. CoRR Deepak Singh, Dilip Singh Sisodia, Pradeep Singh
2020	J	`jnl`	Multiobjective evolutionary-based multi-kernel learner for realizing transfer learning in the prediction of HIV-1 protease cleavage sites. Soft Comput. Deepak Singh, Dilip Singh Sisodia, Pradeep Singh
2020	—	`conf`	Signature Based Malicious Behavior Detection in Android. COMS2 Vikas Sihag, Ashawani Swami, Manu Vardhan, Pradeep Singh
2020	J	`jnl`	Software Effort Estimation using parameter tuned Models. CoRR Akanksha Baghel, Meemansa Rathod, Pradeep Singh
2020	—	`conf`	Text Imbalance Handling and Classification for Cross- platform Cyber-crime Detection using Deep Learning. ICCCNT Munipalle Sai Nikhila, Aman Bhalla, Pradeep Singh
2019	J	`jnl`	A New Hybrid Feature Subset Selection Framework Based on Binary Genetic Algorithm and Information Theory. Int. J. Comput. Intell. Appl. Alok Kumar Shukla, Pradeep Singh, Manu Vardhan
2019	J	`jnl`	A hybrid framework for optimal feature subset selection. J. Intell. Fuzzy Syst. Alok Kumar Shukla, Pradeep Singh, Manu Vardhan
2019	J	`jnl`	A new hybrid wrapper TLBO and SA with SVM approach for gene expression data. Inf. Sci. Alok Kumar Shukla, Pradeep Singh, Manu Vardhan
2019	J	`jnl`	A novel Bagged Naïve Bayes-Decision Tree approach for multi-class classification problems. J. Intell. Fuzzy Syst. Namrata Singh, Pradeep Singh
2019	J	`jnl`	A rule extraction approach from support vector machines for diagnosing hypertension among diabetics. Expert Syst. Appl. Namrata Singh, Pradeep Singh, Deepika Bhagat
2019	J	`jnl`	Compositional model based on factorial evolution for realizing multi-task learning in bacterial virulent protein prediction. Artif. Intell. Medicine Deepak Singh, Pradeep Singh, Dilip Singh Sisodia
2019	J	`jnl`	Evolutionary based ensemble framework for realizing transfer learning in HIV-1 Protease cleavage sites prediction. Appl. Intell. Deepak Singh, Pradeep Singh, Dilip Singh Sisodia
2018	J	`jnl`	Evolutionary based optimal ensemble classifiers for HIV-1 protease cleavage sites prediction. Expert Syst. Appl. Deepak Singh, Pradeep Singh, Dilip Singh Sisodia
2018	J	`jnl`	Multi-classifier model for software fault prediction. Int. Arab J. Inf. Technol. Pradeep Singh, Shrish Verma
2018	J	`jnl`	Neighbour teaching learning based optimization for global optimization problems. J. Intell. Fuzzy Syst. Alok Kumar Shukla, Pradeep Singh, Manu Vardhan
2017	J	`jnl`	Fuzzy Rule-Based Approach for Software Fault Prediction. IEEE Trans. Syst. Man Cybern. Syst. Pradeep Singh, Nikhil R. Pal, Shrish Verma, Om Prakash Vyas
2017	J	`jnl`	Putative Drug and Vaccine Target Identification in Leishmania donovani Membrane Proteins Using Naïve Bayes Probabilistic Classifier. IEEE ACM Trans. Comput. Biol. Bioinform. Arvind Kumar Sinha, Pradeep Singh, Anand Prakash, Dharm Pal, Anuradha Dube, Awanish Kumar