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D

Dheeraj Kumar

indian institute of technology roorkee

H指数:15

被引数:794

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dnccVAT : A Fully Distributed Approach for Clustering Tendency Assessment of IoT Generated Spatio-Temporal Data

dnccVAT：一种用于评估物联网生成时空数据聚类趋势的全分布式方法

IEEE Transactions on Parallel and Distributed Systems

IF6

2026-01-260

PRE

Enhancing Smart Cities With Federated Learning: A Framework for Secure, Scalable, and Intelligent Urban Sensing Systems

通过联邦学习增强智慧城市：一个用于安全、可扩展和智能城市感知系统的框架

IEEE Internet of Things Magazine

IF0

2026-01-012

PRE

Enhanced interpretation of novel datasets by summarizing clustering results using deep-learning based linguistic models

APPLIED INTELLIGENCE

IF3.5

2025-01-140

PRE

A Novel Algorithm for Evaluating Clustering Propensity of IoT-Generated Spatio-Temporal Data Geared for Distributed Systems

IEEE SENSORS JOURNAL

IF4.5

2024-07-150

PRE

Computation and communication efficient approach for federated learning based urban sensing applications against inference attacks

PERVASIVE AND MOBILE COMPUTING

IF3.5

2024-02-011

PRE

Federated Learning for Urban Sensing Systems: A Comprehensive Survey on Attacks, Defences, Incentive Mechanisms, and Applications

联邦学习在城镇传感系统中的应用：针对攻击、防御、激励机制与应用的全面综述

IEEE Communications Surveys and Tutorials

IF46.7

2024-01-010

PRE

ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment

BIG DATA RESEARCH

IF4.2

2023-11-011

PRE

Combination of discretization regression with data-driven algorithms for modeling irrigation water quality indices

ECOLOGICAL INFORMATICS

IF7.3

2023-07-0120

PRE

Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2021-12-019

PRE

Impact of climate change on stormwater drainage in urban areas

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2021-10-0428

PREAI

Constructed wetland management in urban catchments for mitigating floods

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2021-03-2812

PREAI

A Scalable Framework for Trajectory Prediction

一种可扩展的轨迹预测框架

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2019-10-0149

OAAI

Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2018-11-0139

PREAI

A Hybrid Approach to Clustering in Big Data

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2016-10-0170

PREAI

A visual-numeric approach to clustering and anomaly detection for trajectory data

VISUAL COMPUTER

IF2.9

2015-12-1049

PREAI

Geospatial Estimation-Based Auto Drift Correction in Wireless Sensor Networks

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2015-04-2316

PREAI