Forest fires are a serious ecological concern, and smoke is an early warning indicator. Early images barely capture tiny portion of the total smoke. Because irregular nature smoke’s dispersion dynamic surrounding environment, identification complicated by minor pixel-based traits. This study presents new framework that decreases sensitivity various YOLO detection models. Additionally, we compare performance speed different models such as YOLOv3, YOLOv5, YOLOv7 with prior ones Fast R-CNN...

Recently given the rise of types social media networks, analysis sentiment and opinions in textual data has gained significant importance. However, informal Arabic text presents challenges due to morphological complexities dialectal variances. This research aims develop an Emoji Sentiment Lexicon (Emo-SL) tailored Arabic-language tweets demonstrate performance improvements by combining emoji-based features with machine learning (ML) for classification. We constructed Emo-SL using a corpus...

Authentication systems are paramount to individuals and institutions. Several methods proposed used grant access for legitimate users systems. The most common way of authenticating is textual passwords. However, passwords can be forgotten—especially if they infrequently—or easily guessed, as many tend choose simple that easy remember. Furthermore, even though other authentication mechanisms such biometric passwords, these may require extra equipment requirements. Graphical were because...

Data is the fuel of machine learning algorithms, therefore data generation in becoming an important topic. The problem that finding enough for algorithms some domains or situations difficult. For example, may invade privacy people other datasets can be related to national security and difficult unveiled. This paper reviews work synthetic terms available methods (augmentation) how generated helps improving performance algorithms. main focus this healthcare domain.

This study investigates the status of e-SCM and performance among Jordanian manufacturing sector. The objective this is to analyze impact trust communication on usage. Moreover, effect firm’s while usage used as a mediating factor performance. proposed research model was validated by distributing 250 survey questionnaires sector in Jordan. Structural equation modelling (SEM) technique results. One main limitations that results could not be universal since limited We discussed implications...

This paper addresses the problem of flexible procurement multiple distinct services characterized by nonfunctional characteristics, i.e., quality-of-service attributes. We consider one-to-many negotiation approach as a method for procuring different buyer agent. address coordinating bidding strategy amongst concurrent negotiations and propose novel dynamic strategies. The proposed strategies behaviors opponents current encounter in managing local reservation values common issues (attributes)...

This paper addresses the problem of flexible procurement multiple services with non-functional characteristics, i.e., quality service attributes. We consider one-to-many negotiation approach as a method for procuring by buyer agent. address coordinating concurrent negotiations and propose novel dynamic strategy that considers behaviors opponents current encounter in managing local reservation values common issues (attributes) different services. Most previous works over single issue....

Security and privacy of both institutions individuals have always been a major concern. Authentication systems received significant attention from researchers practitioners. The most common authentication mechanisms used nowadays are the alphanumeric-based schemes. However, passwords in these kind subject to be forgotten by users can vulnerable various types attacks, while other such as biometric-based methods not affordable small institutions. On hand, graphical password schemes proposed...

The Palm tree is considered one of the oldest trees known to humans and has been planted since ancient times, heavenly religions honored paid great attention its cultivation. cultivation in Arab societies particular importance, not only as a source food, but because it linked customs, traditions social values inherited by many generations. This paper detects Date diseases found Jordan using convolutional neural networks (CNN). We first investigated most common datasets were collected...

This paper presents a new hybrid concession mechanism for negotiating agents. It considers both the current behavior of proposing agent and offered by its opponent in last counteroffer to create offer. The proposed is kind imitating offer generation tactic. difference that it uses first order between two counteroffers received from as reservation value which one important inputs generating In this paper, bilateral negotiation over single issue considered where agents have adverse interests...

Automated negotiation is an efficient approach for interaction in multi-agent systems which agents exchange offers and counteroffers to conclude agreement. This paper addresses the problem of offer formulation during between buyer seller software purpose reaching agreement over quantitative qualitative issues at once. In order improve outcome process, a hybrid method presented verified. Offer based on fuzzy similarity preference-based methods. The mechanism used issues, while technique...

Generative adversarial networks (GANs) can be used in modeling highly complex distributions for real world data, especially images. This paper compares between two different models of the Adversarial Networks: Multi-Agent Diverse Networks (MAD-GAN) which consists multi-generator and one discriminator Multi-Adversarial (GMAN) that has multiple discriminators generator. The results show both MAD-GAN GMAN outperformed DCGAN. In addition, performs better than when avoiding mode collapse or...

This paper addresses the problem of flexible procuring multiple services with non-functional characteristics, i.e., quality service attributes. We investigate one-to-many negotiation approach as a method for by buyer agent. address coordinating concurrent negotiations and propose novel dynamic strategy that considers behaviors opponents in managing local reservation values common issues. Most previous works consider over single issue. more complex scenario where agent negotiates seller...

One of Jordan's most significant agricultural crops is the date palm tree. The high level interest in farming a result crop's superior economic viability when compared to other crops; annual investments this sector are expected be more than $500 million. Recently, Jordanian ministry agriculture reported that many trees vulnerable damage because several diseases related palms. In study, convolutional neural network (CNN) and support vector machine (SVM) algorithms used detect classify...

This paper addresses the problem of automated agent-based one-to-many negotiation for multi-issue service pro-curement and presents a robust mechanism to enhance procurement process. Software agents represent sellers buyers. Agents are assumed have goals constraints when buying selling services. Automating process can provide fast efficient results. The presented uses concession tactic that facilitates from best provider amongst multiple prospective providers. strategy is based on offering...