Snehanshu Saha
Orcid: 0000-0002-8458-604X
According to our database1,
Snehanshu Saha
authored at least 104 papers
between 2013 and 2024.
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Bibliography
2024
AdaGen: Adaptive Generalized Knowledge Transfer Framework for Sensor-Based Surface Classification for Wheelchair Routing.
SN Comput. Sci., October, 2024
IEEE Trans. Artif. Intell., August, 2024
Towards Reducing Continuous Emotion Annotation Effort During Video Consumption: A Physiological Response Profiling Approach.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., August, 2024
DiEvD-SF: Disruptive Event Detection Using Continual Machine Learning With Selective Forgetting.
IEEE Trans. Comput. Soc. Syst., June, 2024
Quantile Activation: departing from single point estimation for better generalization across distortions.
CoRR, 2024
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking Study.
CoRR, 2024
Self-SLAM: A Self-supervised Learning Based Annotation Method to Reduce Labeling Overhead.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024
DeliverAI: Reinforcement Learning Based Distributed Path-Sharing Network for Food Deliveries.
Proceedings of the International Joint Conference on Neural Networks, 2024
2023
Program Analysis and Machine Learning-based Approach to Predict Power Consumption of CUDA Kernel.
ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2023
β-SGP: Scaled Gradient Projection with β-divergence for astronomical image restoration.
Astron. Comput., July, 2023
Efficient anomaly identification in temporal and non-temporal industrial data using tree based approaches.
Appl. Intell., April, 2023
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Automated Surface Classification System Using Vibration Patterns - A Case Study With Wheelchairs.
IEEE Trans. Artif. Intell., 2023
J. Inf. Sci., 2023
Towards Efficient Emotion Self-report Collection Using Human-AI Collaboration: A Case Study on Smartphone Keyboard Interaction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023
An improved communication strategy in vehicular ad hoc networks: adaptive game theoretic modelling approach.
Int. J. Mob. Commun., 2023
A novel RNA pseudouridine site prediction model using Utility Kernel and data-driven parameters.
CoRR, 2023
To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks.
CoRR, 2023
2022
IEEE Trans. Intell. Transp. Syst., 2022
AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
LipGene: Lipschitz Continuity Guided Adaptive Learning Rates for Fast Convergence on Microarray Expression Data Sets.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
IEEE Trans. Artif. Intell., 2022
CoRR, 2022
CoRR, 2022
Study of Heterogeneous User Behavior in Crowd Evacuation in Presence of Wheelchair Users.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
A Fast and Robust Photometric Redshift Forecasting Method Using Lipschitz Adaptive Learning Rate.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
2021
CoRR, 2021
LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence.
Appl. Intell., 2021
Dynamic Taxi Ride-Sharing Through Adaptive Request Propagation Using Regional Taxi Demand and Supply.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Implementation of Neural Network Regression Model for Faster Redshift Analysis on Cloud-Based Spark Platform.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021
d-BTAI: The Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021
Solving the N-Queens and Golomb Ruler Problems Using DQN and an Approximation of the Convergence.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Semantic Influence Score: Tracing Beautiful Minds Through Knowledge Diffusion and Derivative Works.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021
2020
Empirical study of dynamics of amoebiasis transmission in mobile ad hoc networks (MANETs).
Int. J. Commun. Syst., 2020
AdaSwarm: A Novel PSO optimization Method for the Mathematical Equivalence of Error Gradients.
CoRR, 2020
CEESA meets machine learning: A Constant Elasticity Earth Similarity Approach to habitability and classification of exoplanets.
Astron. Comput., 2020
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020
Parsimonious Computing: A Minority Training Regime for Effective Prediction in Large Microarray Expression Data Sets.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
LALR: Theoretical and Experimental validation of Lipschitz Adaptive Learning Rate in Regression and Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Ant-Taxi to Pie-Passenger: Optimizing Routes and Time for Distributed Taxi Ride Sharing.
Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020
2019
ALVEC: Auto-scaling by Lotka Volterra elastic cloud: A QoS aware non linear dynamical allocation model.
Simul. Model. Pract. Theory, 2019
SES-RREF: The Machine Learning Approach to Credible Metrics of Scholastic Evidence via Recursive Referencing.
J. Sci. Res., 2019
Time Reversed Delay Differential Equation Based Modeling of Journal Influence in An Emerging Area.
J. Integr. Des. Process. Sci., 2019
CoRR, 2019
Evolution of Novel Activation Functions in Neural Network Training with Applications to Classification of Exoplanets.
CoRR, 2019
Separating stars from quasars: Machine learning investigation using photometric data.
Astron. Comput., 2019
COR-HR: an efficient hybrid routing approach using coefficient of restitution in MANET.
Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019
2018
J. Sci. Res., 2018
Use of NoSQL Database and Visualization Techniques to Analyze Massive Scholarly Article Data from Journals.
J. Sci. Res., 2018
Genealogy Tree: Understanding Academic Lineage of Authors via Algorithmic and Visual Analysis.
J. Sci. Res., 2018
Int. J. Commun. Syst., 2018
CD-SFA: stochastic frontier analysis approach to revenue modelling in large cloud data centres.
Int. J. Commun. Networks Distributed Syst., 2018
SBAF: A New Activation Function for Artificial Neural Net based Habitability Classification.
CoRR, 2018
Time Reversed Delay Differential Equation Based Modeling Of Journal Influence In An Emerging Area.
CoRR, 2018
CoRR, 2018
Theoretical validation of potential habitability via analytical and boosted tree methods: An optimistic study on recently discovered exoplanets.
Astron. Comput., 2018
A Novel Exoplanetary Habitability Score via Particle Swarm Optimization of CES Production Functions.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018
A New Activation Function for Artificial Neural Net Based Habitability Classification.
Proceedings of the 2018 International Conference on Advances in Computing, 2018
2017
An Incentive-Based Scheme for Mitigating Node Selfishness in Smart Opportunistic Mobile Networks.
Wirel. Pers. Commun., 2017
Early Prediction of LBW Cases via Minimum Error Rate Classifier: A Statistical Machine Learning Approach.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017
An Energy-efficient and Buffer-aware Routing Protocol for Opportunistic Smart Traffic Management.
Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017
2016
Proceedings of the Advances in Chaos Theory and Intelligent Control, 2016
ScientoBASE: a framework and model for computing scholastic indicators of non-local influence of journals via native data acquisition algorithms.
Scientometrics, 2016
Erratum to: A novel revenue optimization model to address the operation and maintenance cost of a data center.
J. Cloud Comput., 2016
A novel revenue optimization model to address the operation and maintenance cost of a data center.
J. Cloud Comput., 2016
CDSFA Stochastic Frontier Analysis Approach to Revenue Modeling in Large Cloud Data Centers.
CoRR, 2016
DSRS: Estimation and Forecasting of Journal Influence in the Science and Technology Domain via a Lightweight Quantitative Approach.
CoRR, 2016
CoRR, 2016
A Novel Approach to Big Data Veracity using Crowdsourcing Techniques and Bayesian Predictors.
Proceedings of the 9th Annual ACM India Conference, 2016
2015
EEG Based Brain Computer Interface for Speech Communication: Principles and Applications.
Proceedings of the Brain-Computer Interfaces - Current Trends and Applications, 2015
Distinct adoption of k-nearest neighbour and support vector machine in classifying EEG signals of mental tasks.
Int. J. Intell. Eng. Informatics, 2015
Coefficient of Restitution based Cross Layer Interference Aware Routing Protocol in Wireless Mesh Networks.
Int. J. Commun. Networks Inf. Secur., 2015
CoRR, 2015
ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy.
CoRR, 2015
Teaching Advanced Algebra to Engineering Majors: Dealing with the classroom challenges.
Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015
Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015
2014
An Efficient Interference Aware Partially Overlapping Channel Assignment and Routing in Wireless Mesh Networks.
Int. J. Commun. Networks Inf. Secur., 2014
Proceedings of the 2014 International Conference on Advances in Computing, 2014
Estimating the number of Prime numbers less than a given positive integer by a novel quadrature method: A study of Accuracy and Convergence.
Proceedings of the 2014 International Conference on Advances in Computing, 2014
2013
Interference Aware Channel Assignmnet Using Edge Coloring in Multi-Channel Multi-Radio Wireless Mesh Networks
CoRR, 2013
A Randomized Generic Lucas Seed Algorithm (RGLSA) with Tail Boosting for Threat Modeling in Virtual Machines.
CoRR, 2013
Proceedings of the International Conference on Advances in Computing, 2013