Clustering approach to data aggregation in wireless sensor networks. - Manish Kumar 001; Shekhar Verma; Pankaj Pratap Singh (ICON, 2008)

Two-phase clustering based aggregation of sensor data. - Manish Kumar 001; Pritish Kumar Varadwaj; Shekhar Verma (Int. J. Data Min. Model. Manag., 2010)

GMCA: a greedy multilevel clustering algorithm for data gathering in wireless sensor networks. - Manish Kumar 001; Shekhar Verma; Neerav Agarwal (Int. J. Commun. Networks Distributed Syst., 2013)

Privacy Preserving In-network Aggregation in Wireless Sensor Networks. - Vishal Krishna Singh; Saurabh Verma; Manish Kumar 001 (FNC/MobiSPC, 2016)

Sparse Data Recovery using Optimized Orthogonal Matching Pursuit for WSNs. - Vishal Krishna Singh; Ankur Kumar Rai; Manish Kumar 001 (ANT/SEIT, 2017)

Pattern generation from event oriented sensor data using distributed sensor transaction model. - Amrit Pal; Manish Kumar 001 (MISNC, 2017)

Mining of yield components and other associated quantitative traits in various crops. - Kalpana Singh; Manish Kumar 001; Shekhar Verma (Int. J. Bioinform. Res. Appl., 2017)

Frequent Itemset Mining in Large Datasets a Survey. - Amrit Pal; Manish Kumar 001 (Int. J. Inf. Retr. Res., 2017)

Evaluation of Privacy Preserving IN-Network Aggregation for Different Routing Sturctures in WSNS. - Vishal Krishna Singh; Saurabh Verma; Manish Kumar 001 (J. Ubiquitous Syst. Pervasive Networks, 2017)

Compressed sensing based acoustic event detection in protected area networks with wireless multimedia sensors. - Vishal Krishna Singh; Gajendra Sharma; Manish Kumar 001 (Multim. Tools Appl., 2017)

In-Network Data Processing Based on Compressed Sensing in WSN: A Survey. - Vishal Krishna Singh; Vivek Kumar Singh 009; Manish Kumar 001 (Wirel. Pers. Commun., 2017)

Applying Big Data Intelligence for Real Time Machine Fault Prediction. - Amrit Pal; Manish Kumar 001 (BDA, 2018)

In-network data processing in wireless sensor networks using compressed sensing. - Vishal Krishna Singh; Manish Kumar 001 (Int. J. Sens. Networks, 2018)

Pattern mining for large distributed dataset: A parallel approach (PMLDD). - Amrit Pal; Manish Kumar 001 (KSII Trans. Internet Inf. Syst., 2018)

Low cost localization using Nyström extended locally linear embedding. - Neeraj Jain; Shekhar Verma; Manish Kumar 001 (Pattern Recognit. Lett., 2018)

A Compressed Sensing Approach to Resolve The Energy Hole Problem in Large Scale WSNs. - Vishal Krishna Singh; Manish Kumar 001 (Wirel. Pers. Commun., 2018)

DBCS: A Decomposition Based Compressive Sensing for Event Oriented Wireless Sensor Networks. - Vivek Kumar Singh 009; Shekhar Verma; Manish Kumar 001 (Wirel. Pers. Commun., 2018)

DLME: Distributed Log Mining Using Ensemble Learning for Fault Prediction. - Amrit Pal; Manish Kumar 001 (IEEE Syst. J., 2019)

Accurate Detection of Important Events in WSNs. - Vishal Krishna Singh; Manish Kumar 001; Shekhar Verma (IEEE Syst. J., 2019)

ODECS: An On-Demand Explosion-Based Compressed Sensing Using Random Walks in Wireless Sensor Networks. - Vivek Kumar Singh 009; Shekhar Verma; Manish Kumar 001 (IEEE Syst. J., 2019)

Node Scheduling and Compressed Sampling for Event Reporting in WSNs. - Vishal Krishna Singh; Manish Kumar 001; Shekhar Verma (IEEE Trans. Netw. Sci. Eng., 2019)

Network Health Monitoring of WSNs Using Node Loss Rate Calculations. - Vishal Krishna Singh; Vivek Kumar Singh 009; Manish Kumar 001 (Wirel. Pers. Commun., 2019)

Regularized Deep Convolutional Generative Adversarial Network. - Adarsh Prasad Behera; Sayli Godage; Shekhar Verma; Manish Kumar 001 (CVIP (3), 2020)

Interpreting SVM for medical images using Quadtree. - Prashant Shukla; Abhishek Verma; Abhishek 003; Shekhar Verma; Manish Kumar 001 (Multim. Tools Appl., 2020)

Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT. - Anubhav Shivhare; Vishal Krishna Singh; Manish Kumar 001 (IEEE Syst. J., 2020)

WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion. - Vishal Krishna Singh; Bhoomika Nathani; Manish Kumar 001 (IEEE Trans. Parallel Distributed Syst., 2020)

Fingerprint Identification using Modified Capsule Network. - Tinku Singh; Siddhant Bhisikar; Satakshi; Manish Kumar 001 (ICCCNT, 2021)

Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster. - Tinku Singh; Riya Khanna; Satakshi; Manish Kumar 001 (ICCCNT, 2021)

Improving Classification Accuracy Using Data Fusion Technique in IoT. - Ashwin Raut; Anubhav Shivhare; Neetesh Purohit; Vijay Kumar Chaurasiya; Manish Kumar 001 (PACIS, 2021)

A rotation based regularization method for semi-supervised learning. - Prashant Shukla; Abhishek 003; Shekhar Verma; Manish Kumar 001 (Pattern Anal. Appl., 2021)

Cluster Based Smart Random Walk for Data Aggregation in Wireless Sensor Network. - Manish Kumar Maurya; Anubhav Shivhare; Aadil Ali; Satakshi; Ashutosh Mishra; Manish Kumar 001 (MCSoC, 2022)

Distributed Decision Fusion for Large Scale IoT- Ecosystem. - Ashwin Raut; Divesh Kumar; Vijay Kumar Chaurasiya; Manish Kumar 001 (MCSoC, 2022)

Random Partition Based Adaptive Distributed Kernelized SVM for Big Data. - Amrit Pal; Abishi Chowdhury; Satakshi; Husnu S. Narman; Arkabandhu Chowdhury; Manish Kumar 001 (IEEE Access, 2022)

Data visualization through non linear dimensionality reduction using feature based Ricci flow embedding. - Adarsh Prasad Behera; Jagriti Singh; Shekhar Verma; Manish Kumar 001 (Multim. Tools Appl., 2022)

A secret sharing-based scheme for secure and energy efficient data transfer in sensor-based IoT. - Anubhav Shivhare; Manish Kumar Maurya; Jafar Sarif; Manish Kumar 001 (J. Supercomput., 2022)

Quality Assessment and Monitoring of River Water Using IoT Infrastructure. - Manish Kumar 001; Tinku Singh; Manish Kumar Maurya; Anubhav Shivhare; Ashwin Raut; Pramod Kumar Singh (IEEE Internet Things J., 2023)

Event detection using the user context in sensor based IoT. - Anubhav Shivhare; Vishal Krishna Singh; Manish Kumar 001 (Wirel. Networks, 2023)

Curvature Regularized Similarity Based Ricci Flow Embedding. - Adarsh Prasad Behera; Puja Rani; Shekhar Verma; Manish Kumar 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Improved multi-class classification approach for imbalanced big data on spark. - Tinku Singh; Riya Khanna; Satakshi; Manish Kumar 001 (J. Supercomput., 2023)

Real-time traffic light violations using distributed streaming. - Tinku Singh; Vinarm Rajput; Satakshi; Umesh Prasad; Manish Kumar 001 (J. Supercomput., 2023)

A survey on event detection approaches for sensor based IoT. - Manish Kumar 001; Pramod Kumar Singh; Manish Kumar Maurya; Anubhav Shivhare (Internet Things, 2023)

AEDS-IoT: Adaptive clustering-based Event Detection Scheme for IoT data streams. - Ashwin Raut; Anubhav Shivhare; Vijay Kumar Chaurasiya; Manish Kumar 001 (Internet Things, 2023)

Adaptive load balancing in cluster computing environment. - Tinku Singh; Shivam Gupta; Satakshi; Manish Kumar 001 (J. Supercomput., 2023)

An efficient real-time stock prediction exploiting incremental learning and deep learning. - Tinku Singh; Riya Kalra; Suryanshi Mishra; Satakshi; Manish Kumar 001 (Evol. Syst., 2023)

A Novel Approach for Crop Disease Detection using MCCNNs and Decorrelating Color Spaces. - Pramod Kumar Singh; Himanshu Mani; Manish Kumar Maurya; Manish Kumar 001 (ICCCNT, 2024)

KIHCDP: An Incremental Hierarchical Clustering Approach for IoT Data Using Dirichlet Process. - Abishi Chowdhury; Amrit Pal; Ashwin Raut; Manish Kumar 001 (IEEE Access, 2024)

An efficient hybrid approach for forecasting real-time stock market indices. - Riya Kalra; Tinku Singh; Suryanshi Mishra; Satakshi; Naveen Kumar; Taehong Kim; Manish Kumar 001 (J. King Saud Univ. Comput. Inf. Sci., 2024)

Distributed hyperparameter optimization based multivariate time series forecasting. - Tinku Singh; Ayush Sinha; Satakshi Singh; O. P. Vyas 001; Manish Kumar 001 (Multim. Tools Appl., 2024)

Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data. - Ashwin Raut; Manish Kumar Maurya; Vijay Kumar Chaurasiya; Manish Kumar 001 (Evol. Syst., 2024)

Multivariate time series short term forecasting using cumulative data of coronavirus. - Suryanshi Mishra; Tinku Singh; Manish Kumar 001; Satakshi (Evol. Syst., 2024)

Sentiment analysis based distributed recommendation system. - Tinku Singh; Vinarm Rajput; Nikhil Sharma; Satakshi; Manish Kumar 001 (Multim. Tools Appl., 2024)

Fft-asvr: an adaptive approach for accurate prediction of IoT data streams. - Manish Kumar Maurya; Vivek Kumar Singh 009; Sandeep Kumar Shaw; Manish Kumar 001 (J. Supercomput., 2024)

Lazy learning and sparsity handling in recommendation systems. - Suryanshi Mishra; Tinku Singh; Manish Kumar 001; Satakshi (Knowl. Inf. Syst., 2024)

Intensity Based Event Detection in Sensor Based IoT. - Anubhav Shivhare; Adarsh Prasad Behera; Manish Kumar 001 (IEEE Trans. Netw. Sci. Eng., 2025)

A Comprehensive Survey on Big Data Analytics: Characteristics, Tools and Techniques. - Mohammad Shahnawaz; Manish Kumar 001 (ACM Comput. Surv., 2025)