volume-15-Issue 2 (2021)

Latest Articles

Unbounded Spatial Data Stream Query Processing using Spatial Semijoins

JUSPN, volume-15 , Issue 2 (2021), PP 33 - 41

Published: 24 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.03.02.005

by Wendy Osborn from Department of Mathematics and Computer Science, University of Lethbridge, Lethbridge, Alberta, Canada, T1K 3M4

Abstract: In this paper, the problem of query processing in spatial data streams is explored, with a focus on the spatial join operation. Although the spatial j read more...

Keywords: spatial data streams, stream query processing, spatial join, performance


JUSPN, volume-15 , Issue 2 (2021), PP 25 - 31

Published: 21 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.02.004

by Karim Haricha, Azeddine Khiat, Yassine Issaoui, Ayoub Bahnasse, Hassan Ouajji from Lab SSDIA, University Hassan II of Casablanca, Morocco, ENSAM Casablanca, University Hassan II of Casablanca, Morocco

Abstract: Production activities is generating a large amount of data in different types (i.e., text, images), that is not well exploited. This data can be trans read more...

Keywords: Smart Manufacturing (SM), Industry 4.0, Internet Of Things (IoT), Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL).


JUSPN, volume-15 , Issue 2 (2021), PP 19 - 24

Published: 22 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.02.003

by Vishv Patel, Devansh Shah, Nishant Doshi from Pandit Deendayal Energy University, Gandhinagar, India, Gujarat-382426

Abstract: The large deployment of the Internet of Things (IoT) is empowering Smart City tasks and activities everywhere throughout the world. Items utilized in read more...

Keywords: Internet of Things (IoT), Smart Cities, IoT Devices and Sensors, Technologies of Smart Cities, Applications of Smart Cities

Towards Landslides Early Warning System With Fog - Edge Computing And Artificial Intelligence

JUSPN, volume-15 , Issue 2 (2021), PP 11 - 17

Published: 24 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.02.002

by Meryem Elmoulat, Olivier Debauche, Saïd Mahmoudi, Sidi Ahmed Mahmoudi, Adriano Guttadauria, Pierre Manneback, Frédéric Lebeau from University Mohammed V, Faculty of Sciences, Research Unit GeoRisk: Geological Risks, Battouta Avenue, Rabat, Morocco, 10140, University of Mons, Faculty of Engineering - ILIA/Infortech, Place du Parc 20, Mons, Belgium, 7000, University of Liège - GxABT, TERRA, Passage des déportés 2, Gembloux, Belgium, 5030, University of Liège - GxABT, BioDynE, Gembloux, Belgium, 5030

Abstract: Landslides are phenomena that cause significant human and economic losses. Researchers have investigated the prediction of high landslides susceptibil read more...

Keywords: Landslides Susceptibility, IoT, Artificial Intelligence, Early Warning System, Landslides Monitoring, Edge AI, Edge IoT

AI’S Contribution to Ubiquitous Systems and Pervasive Networks Security – Reinforcement Learning vs Recurrent Networks

JUSPN, volume-15 , Issue 2 (2021), PP 01 - 09

Published: 22 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.02.001

by Christophe Feltus from Luxembourg Institute of Science and Technology (LIST), Esch-sur-Alzette, Luxembourg, L-4362

Abstract: Reinforcement learning and recurrent networks are two emerging machine-learning paradigms. The first learns the best actions an agent needs to perform read more...

Keywords: Artificial Intelligence, Reinforcement Learning, Recurrent Networks, RNN, GRU, LSTM, RL, Security, Network Security, Malware Detection, Literature Review, Machine learning, Intrusion Detection, State of the Art.

An Enhanced Deep Learning Model to Network Attack Detection, by using Parameter Tuning, Hidden Markov Model and Neural Network

JUSPN, volume-15 , Issue 1 (2021), PP 35 - 41

Published: 21 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.01.005

by Choukri Djellali, Mehdi adda from Department of Mathematics, Computer Science and Engineering University of Quebec At Rimouski 300 Allée des Ursulines, Rimouski, QC G5L 3A1 Rimouski, Canada

Abstract: In recent years, Deep Learning has become a critical success factor for Machine Learning. In the present study, we introduced a Deep Learning model to read more...

Keywords: Deep Learning, Data Mining, HMM, Neural Network, Pattern Recognition, Model aggregation, Model selection, Network Security.

Contribution to Multi-Energy Flow Management for Building Energy Hub,

JUSPN, volume-15 , Issue 1 (2021), PP 27 - 34

Published: 21 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.015.01.004

by Redouane Marhoum, Chaimaa Fouhad, Mohamed El Khaili, Hassan Ouajji from SSDIA laboratory, ENSET, Hassan 2nd University of Casablanca, BP 159, Mohammedia, Morocco

Abstract: Global demand for primary fossil energy continues to increase. However, the production of energy from fossil fuels, in addition to depleting available read more...

Keywords: Energy efficiency, energy hub, renewable energy, smart house, Energy storage, IoT

Context-based Reasoning through Fuzzy Logic for Edge Intelligence

JUSPN, volume-15 , Issue 1 (2021), PP 17 - 25

Published: 21 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.01.003

by Ramin Firouzi, Rahim Rahmani, Theo Kanter from Department of Computer and Systems Science, Stockholm University, Kista, Sweden, SE-164 07

Abstract: With the advent of edge computing, the Internet of Things (IoT) environment has the ability to process data locally. The complexity of the context rea read more...

Keywords: Internet of Things (IoT), context-awareness, edge computing, reasoning, type two fuzzy controller

Multistage Arabic and Turkish Text Compression via Characters Encoding and 7-Zip

JUSPN, volume-15 , Issue 1 (2021), PP 11 - 15

Published: 24 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.01.002

by Tariq Abu Hilal, Hasan Abu Hilal, Ala’ Abu Hilal from Higher Colleges of Technology, Abu Dhabi, UAE, 41012, Zayed University, Abu Dhabi, UAE, 41012

Abstract: Turkish lossless text compression was proposed by converting the character’s from UTF-8 to ANSI system for space-preserving. Likewise, we present a read more...

Keywords: Unicode; ANSI, UTF-8 Encoding, Turkish Text Compression, Arabic Text Compression, 7-Zip Application

VLC-based Data Transfer and Energy Harvesting Mobile System

JUSPN, volume-15 , Issue 1 (2021), PP 01 - 09

Published: 22 Mar 2021

DOI: http://doi.org/10.5383/JUSPN.15.01.001

by Bo Liu, Yingying Chen, Hongbo Liu, Yudong Yao from ECE Department, Stevens Instituted of Technology, Hoboken, NJ, USA, 07030, ECE Department, Rutgers University, New Brunswick, NJ, 08901, University of Electronic Science and Technology of China, Chengdu, Sichuan, 610015, China

Abstract: This paper explores a low-cost portable visible light communication (VLC) system to support the increasing needs of lightweight mobile applications. V read more...

Keywords: Visible Light Communication; Energy Harvesting; Solar Panel.