Towards to intelligent routing for DTN protocols using machine learning techniques

A systematic review of Quality of Service in Wireless Sensor Networks using Machine Learning: Recent trend and future vision

(2021) Meena Pundir et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey

(2021) Junaid Shuja et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Optimizing the performance of vehicular delay tolerant networks using multi-objective PSO and artificial intelligence

(2021) Vishakha Chourasia et al.   COMPUTER COMMUNICATIONS

Hybrid Cache Management in IoT-Based Named Data Networking

(2021) Muhammad Ali Naeem et al.   IEEE Internet of Things Journal

An IoT-Based Design Using Accelerometers in Animal Behavior Recognition Systems

(2021) Duc-Nghia Tran et al.   IEEE SENSORS JOURNAL

Displacement-Aware Service Endowment Scheme for Improving Intelligent Transportation Systems Data Exchange

(2021) Gunasekaran Manogaran et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

The rise of machine learning for detection and classification of malware: Research developments, trends and challenges

(2020) Daniel Gibert et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

WRSNs: Toward an Efficient Scheduling for Mobile Chargers

(2020) Tu N. Nguyen et al.   IEEE SENSORS JOURNAL

Interpretation of machine learning models using shapley values: application to compound potency and multi-target activity predictions

(2020) Raquel Rodríguez-Pérez et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

RLProph: a dynamic programming based reinforcement learning approach for optimal routing in opportunistic IoT networks

(2020) Deepak Kumar Sharma et al.   WIRELESS NETWORKS

Machine Learning Techniques and A Case Study for Intelligent Wireless Networks

(2020) Helin Yang et al.   IEEE NETWORK

Deep-Reinforcement-Learning-Based Energy-Efficient Resource Management for Social and Cognitive Internet of Things

(2020) Helin Yang et al.   IEEE Internet of Things Journal

Deep learning for intelligent IoT: Opportunities, challenges and solutions

(2020) Yousaf Bin Zikria et al.   COMPUTER COMMUNICATIONS

Multi-hop routing under short contact in delay tolerant networks

(2020) Tuan Le   COMPUTER COMMUNICATIONS

An Optimized Probabilistic Delay Tolerant Network (DTN) Routing Protocol Based on Scheduling Mechanism for Internet of Things (IoT)

(2019) Yuxin Mao et al.   SENSORS

AQ-Routing: mobility-, stability-aware adaptive routing protocol for data routing in MANET–IoT systems

(2019) Abdellatif Serhani et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

An optimal storage utilization technique for IoT devices using sequential machine learning

(2019) Mohammed Al-Maitah et al.   Computer Networks

Delay-Tolerance-Based Mobile Data Offloading Using Deep Reinforcement Learning

(2019) Daisuke Mochizuki et al.   SENSORS

Distributed Learning for Low Latency Machine Type Communication in a Massive Internet of Things

(2019) Taehyeun Park et al.   IEEE Internet of Things Journal

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

(2019) Jithin Jagannath et al.   Ad Hoc Networks

Fragmented data routing based on exponentially distributed contacts and inter-contact times in DTNs

(2019) Tuan Le et al.   Computer Networks

Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges

(2018) Mehdi Mohammadi et al.   IEEE COMMUNICATIONS MAGAZINE

Distributed Faulty Node Detection in Delay Tolerant Networks: Design and Analysis

(2018) Wenjie Li et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Poisson's probability-based Q-Routing techniques for message forwarding in opportunistic networks

(2018) Deepak Kumar Sharma et al.   INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

A survey study on Internet of Things resource management

(2018) Abishi Chowdhury et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A study on combining dynamic selection and data preprocessing for imbalance learning

(2018) Anandarup Roy et al.   NEUROCOMPUTING

An Efficient Message Dissemination Scheme for Minimizing Delivery Delay in Delay Tolerant Networks

(2018) En Wang et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Challenges, Designs, and Performances of a Distributed Algorithm for Minimum-Latency of Data-Aggregation in Multi-Channel WSNs

(2018) Ngoc-Tu Nguyen et al.   IEEE Transactions on Network and Service Management

An Efficient Minimum-Latency Collision-Free Scheduling Algorithm for Data Aggregation in Wireless Sensor Networks

(2017) Ngoc-Tu Nguyen et al.   IEEE Systems Journal

Performance and Security Analyses of Onion-Based Anonymous Routing for Delay Tolerant Networks

(2017) Kazuya Sakai et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Machine Learning Paradigms for Next-Generation Wireless Networks

(2017) Chunxiao Jiang et al.   IEEE WIRELESS COMMUNICATIONS

A Machine Learning-Based Protocol for Efficient Routing in Opportunistic Networks

(2016) Deepak K. Sharma et al.   IEEE Systems Journal

A DTN routing strategy based on neural networks for urban bus transportation system

(2016) Fabio Rafael Segundo et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Trust based Intelligent Routing Algorithm for Delay Tolerant Network using Artificial Neural Network

(2016) Ajay Vikram Singh et al.   WIRELESS NETWORKS

Tracking Message Spread in Mobile Delay Tolerant Networks

(2015) Manoj Panda et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Cooperative Energy Harvesting-Adaptive MAC Protocol for WBANs

(2015) Volker Esteves et al.   SENSORS

Routing in hybrid Delay Tolerant Networks

(2014) Christoph P. Mayer et al.   COMPUTER COMMUNICATIONS

WSN4QoL: A WSN-Oriented Healthcare System Architecture

(2014) S. Tennina et al.   International Journal of Distributed Sensor Networks

Machine Learning Techniques for Cooperative Spectrum Sensing in Cognitive Radio Networks

(2013) Karaputugala Madushan Thilina et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Learning Theoretic Approach to Energy Harvesting Communication System Optimization

(2013) Pol Blasco et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Opportunistic IoT: Exploring the harmonious interaction between human and the internet of things

(2013) Bin Guo et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Performance of DTN protocols in space communications

(2013) Xue Sun et al.   WIRELESS NETWORKS

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

(2012) Sukarna Barua et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Automated linear regression tools improve RSSI WSN localization in multipath indoor environment

(2011) Frank Vanheel et al.   EURASIP Journal on Wireless Communications and Networking

TW-k-means: Automated two-level variable weighting clustering algorithm for multiview data

(2011) Xiaojun Chen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Computational Intelligence in Wireless Sensor Networks: A Survey

(2010) Raghavendra V. Kulkarni et al.   IEEE Communications Surveys and Tutorials

Adaptive Asynchronous Sleep Scheduling Protocols for Delay Tolerant Networks

(2010) Bong Jun Choi et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Routing in Delay-Tolerant Networks Comprising Heterogeneous Node Populations

(2009) T. Spyropoulos et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Efficient Routing in Intermittently Connected Mobile Networks: The Multiple-Copy Case

(2008) T. Spyropoulos et al.   IEEE-ACM TRANSACTIONS ON NETWORKING