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05/18/2023
Free Lunch for Privacy Preserving Distributed Graph Learning
Learning on graphs is becoming prevalent in a wide range of applications...
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12/10/2022
Forecasting formation of a Tropical Cyclone Using Reanalysis Data
The tropical cyclone formation process is one of the most complex natura...
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09/16/2022
Decentralized and stable matching in Peer-to-Peer energy trading
In peer-to-peer (P2P) energy trading, a secured infrastructure is requir...
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08/18/2022
On the Integral and Derivative Identities of Bivariate Fox H-Function: Application in Wireless System Performance Analysis
The present work proposes analytical solutions for the integral of bivar...
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08/03/2022
Robust Graph Neural Networks using Weighted Graph Laplacian
Graph neural network (GNN) is achieving remarkable performances in a var...
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06/17/2022
Parallel Multiphysics Simulation for the Stabilized Optimal Transportation Meshfree (OTM)
This paper presents a parallel implementation for the Optimal Transporta...
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05/13/2022
A Comprehensive Benchmark Suite for Intel SGX
Trusted execution environments (TEEs) such as facilitate the secure exec...
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11/08/2021
SMU: smooth activation function for deep networks using smoothing maximum technique
Deep learning researchers have a keen interest in proposing two new nove...
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09/27/2021
SAU: Smooth activation function using convolution with approximate identities
Well-known activation functions like ReLU or Leaky ReLU are non-differen...
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09/09/2021
ErfAct and PSerf: Non-monotonic smooth trainable Activation Functions
An activation function is a crucial component of a neural network that i...
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07/07/2021
Tropical cyclone intensity estimations over the Indian ocean using Machine Learning
Tropical cyclones are one of the most powerful and destructive natural p...
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07/07/2021
Intensity Prediction of Tropical Cyclones using Long Short-Term Memory Network
Tropical cyclones can be of varied intensity and cause a huge loss of li...
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03/30/2021
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone
The prediction of the intensity, location and time of the landfall of a ...
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03/30/2021
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data
Landfall of a tropical cyclone is the event when it moves over the land ...
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03/16/2021
Page Table Management for Heterogeneous Memory Systems
Modern enterprise servers are increasingly embracing tiered memory syste...
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10/22/2020
Safe trajectory of a piece moved by a robot
In this work, we propose a mathematical model for a physical problem bas...
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10/22/2020
On the Schrödinger map for regular helical polygons in the hyperbolic space
The main purpose is to describe the evolution of = ∧_- , with (s,0) a re...
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09/28/2020
EIS – a family of activation functions combining Exponential, ISRU, and Softplus
Activation functions play a pivotal role in the function learning using ...
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09/08/2020
TanhSoft – a family of activation functions combining Tanh and Softplus
Deep learning at its core, contains functions that are composition of a ...
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07/09/2020
Vortex Filament Equation for a regular polygon in the hyperbolic plane
The aim of this article is twofold. First, we show the evolution of the ...
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05/02/2020
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset
In the last 150 years, CO2 concentration in the atmosphere has increased...
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01/23/2020
Deep Bayesian Network for Visual Question Generation
Generating natural questions from an image is a semantic task that requi...
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09/27/2019
Robust Factor Analysis Parameter Estimation
This paper considers the problem of robustly estimating the parameters o...
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09/24/2019
Structured Graph Learning Via Laplacian Spectral Constraints
Learning a graph with a specific structure is essential for interpretabi...
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09/15/2019
A Vector Space Approach to Generate Dynamic Keys for Hill Cipher
In this paper a variant of the Hill cipher is proposed. In the classical...
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09/03/2019
On the Evolution of the Vortex Filament Equation for regular M-polygons with nonzero torsion
In this paper, we consider the evolution of the Vortex Filament equation...
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08/27/2019
Performance modeling of a distributed file-system
Data centers have become center of big data processing. Most programs ru...
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07/21/2019
Distributed Inexact Successive Convex Approximation ADMM: Analysis-Part I
In this two-part work, we propose an algorithmic framework for solving n...
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04/22/2019
A Unified Framework for Structured Graph Learning via Spectral Constraints
Graph learning from data represents a canonical problem that has receive...
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03/22/2019
A Comprehensive Performance Evaluation of a DF-Based Multi-Hop System Over α-κ-μ and α-κ-μ-Extreme Fading Channels
In this work, an integrated performance evaluation of a decode-and-forwa...
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09/19/2018
Parameter Estimation of Heavy-Tailed AR Model with Missing Data via Stochastic EM
The autoregressive (AR) model is a widely used model to understand time ...
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08/12/2018
Multimodal Differential Network for Visual Question Generation
Generating natural questions from an image is a semantic task that requi...
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06/03/2018
Learning Semantic Sentence Embeddings using Pair-wise Discriminator
In this paper, we propose a method for obtaining sentence-level embeddin...
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05/26/2017
Design and Implementation of Modified Fuzzy based CPU Scheduling Algorithm
CPU Scheduling is the base of multiprogramming. Scheduling is a process ...
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12/21/2016
Stochastic Multidimensional Scaling
Multidimensional scaling (MDS) is a popular dimensionality reduction tec...
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08/01/2014
Randomized Memetic Artificial Bee Colony Algorithm
Artificial Bee Colony (ABC) optimization algorithm is one of the recent ...
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08/01/2014
Memetic Search in Differential Evolution Algorithm
Differential Evolution (DE) is a renowned optimization stratagem that ca...
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07/22/2014
Improved Onlooker Bee Phase in Artificial Bee Colony Algorithm
Artificial Bee Colony (ABC) is a distinguished optimization strategy tha...
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07/21/2014