... Where Γ is the group of robots (agents), t0 ≻ tn in-dicates the temporal limits of the conver... more ... Where Γ is the group of robots (agents), t0 ≻ tn in-dicates the temporal limits of the conversation Ψ between robot α and robot β whilst ←− {}t0≻tn denotes a no re-sponse mode to robot χ communication attempt. ... 3.3 Naming convention ...
As integration processes have been intensified in the area of higher education, they should be su... more As integration processes have been intensified in the area of higher education, they should be supported by information technologies. A Combined Course Programmes (CCP) generation mechanism based on HTN planning was developed for a multi-agent system, ...
This paper presents the theoretical account for designing and developing an algorithm for network... more This paper presents the theoretical account for designing and developing an algorithm for network security inspired by the behavior of Beavers. The algorithm uses the beaver behavioral patterns in constructing dams and water tunnels to create analogous secure tunnels and information lakes. The approach is a user-centric and the paper demonstrates the use of the algorithm in security and route optimization with the assumption that the beaver agent is deployed on a mobile device (e.g. smart mobile phone). An algorithmic approach to design the beaver agent and swarm is followed here. The set of algorithms presented is complemented by critical review outlining the further work needed.
International Journal of Bio-inspired Computation, 2009
ABSTRACT Emotion modelling started to attract the interest of researchers from knowledge represen... more ABSTRACT Emotion modelling started to attract the interest of researchers from knowledge representation, reasoning and decision-making fields. The advances in cognitive systems development and applications encouraged this interest. Whilst there are many psychological theories and models of emotions, there were few that made the translation to computational models. In addition, the physiological elements of emotions and emotional energies were not considered in computational terms at all whilst they would be of great benefits in developing synthetic believable characters in games and virtual realities. This paper aims to break though and move beyond the Darwinian based computational models of emotions by proposing a swarms-based emotional model. This model will be shown to be more of a framework for implementing a variety of particle based emotional algorithms.
Arabic is a very widely spoken language but very few mining tools have been developed to exploit ... more Arabic is a very widely spoken language but very few mining tools have been developed to exploit the data that lies within bodies of Arabic text. Thus, this paper presents and then uses three automatic algorithm techniques specifically designed for Arabic. The target domain is crime profiling and the methods involve adaptive dictionary building. The bodies of text are mined for crime type, location and nationality. This work is then validated through three experiments, the results of which show that the techniques developed here are promising.
Abstract Arabic is widely spoken language but very few text mining tools have been developed for ... more Abstract Arabic is widely spoken language but very few text mining tools have been developed for Arabic language. This paper presents an algorithm for automatically building dictionaries. The target domain is crime profiling. The corpus is mined for crime type, location and nationality. This work is then validated through three experiments, the results of which show that the algorithm developed here is promising.
... A significant drawback of TRAODV is the reducing in its performance compared to AOMDV and MRA... more ... A significant drawback of TRAODV is the reducing in its performance compared to AOMDV and MRAODV in term of the average ... for packet radio networks, Proceedings of the First Annual ACM International Conference on Mobile Computing and Networking,Berkeley, CA, 1995. ...
International Journal of Bio-inspired Computation, 2010
Bidding for contracts depends mainly on estimated costs of a given project, which makes an accura... more Bidding for contracts depends mainly on estimated costs of a given project, which makes an accurate estimation of effort and time required very important with great impact on budget computation and project success. Inaccurate estimates are likely lead to one or all of the following negative outcomes: failure in making a profit, increased probability of incomplete project and delay of project delivery date. In this paper, we provide a comparison between models developed for software cost estimation using particle swarm optimisation (PSO) ...
Abstract Grids are increasingly being used in applications, one of which is e-learning. As most o... more Abstract Grids are increasingly being used in applications, one of which is e-learning. As most of business and academic institutions (universities) and training centres around the world have adopted this technology in order to create, deliver and manage their learning materials through the Web, the subject has become the focus of investigate. Still, collaboration between these institutions and centres is limited. Existing technologies such as grid, Web services and agents are promising better results. In this article the authors ...
This paper addresses the modelling of land-use development described by users-services systems. O... more This paper addresses the modelling of land-use development described by users-services systems. On one hand, the increasing economical, technological, social and environmental changes in our world make the management of urban services to be a great challenge. On the other hand, new technologies provide efficient tools in order to obtain accurate information from various sensors or captors leading to targeted service delivery based on localized factors. Within this paper, we propose a descriptive model to deal with land-use development, based on a three level system in which the environment is an active level interacting with users and services. The three levels are represented in a form of a network of networks consisting of active nodes in dynamic system context. This descriptive model helps in isolating the decision making in a distributed autonomous fashion. Bio-inspired Swarm Intelligence techniques are utilized to realise this objective. The integration between environment sensing, services information handling and planning is a key and difficult part within this research.
... Shihadeh Alqrainy1 & Hasan Muaidi AlSerhan1 & Aladdin Ayesh2 ... more ... Shihadeh Alqrainy1 & Hasan Muaidi AlSerhan1 & Aladdin Ayesh2 1Prince Abdullah Bin Ghazi Faculty of Science & Information Technology AlBalqa Applied University, Amman, JORDAN Email: {alqrainy,alserhan}@bau.edu.jo ... 2The three long vowels letters are : Alif, waaw, yaa ...
There are many measurement methodologies used to measure the quality of stemming algorithms and t... more There are many measurement methodologies used to measure the quality of stemming algorithms and to evaluate their effectiveness. All of these measurement are designed for English language. In this study we trying to check the viability of the Paice evaluation method as a stemmer measurement approach for Arabic language. Eight experiments are designed for this aim. Conclusions about the experiments and the viability of the Paice evaluation for Arabic are reported.
This paper discusses the application of artificial neural networks (ANNs) in the area of identifi... more This paper discusses the application of artificial neural networks (ANNs) in the area of identification and control of nonlinear dynamical systems. Since chemical processes are getting more complex and complicated, the need of schemes that can improve process operations is highly demanded. ANNs are capable of learning from examples, perform non-linear mappings, and have a special capacity to approximate the dynamics of nonlinear systems in many applications. This paper describe the application of neural network for modeling reactor level, reactor pressure, reactor cooling water temperature, and reactor temperature problems in the Tennessee Eastman (TE) chemical process reactor. The potential of neural network technology in the process industries is great. Its ability to model process dynamics makes it powerful tool for modeling and control processes. A comparison between the applications of ANNs to model the TE plant is compared with other soft computing techniques like fuzzy logic (FL) and adaptive neuro-fuzzy inference systems (ANFIS).
... Where Γ is the group of robots (agents), t0 ≻ tn in-dicates the temporal limits of the conver... more ... Where Γ is the group of robots (agents), t0 ≻ tn in-dicates the temporal limits of the conversation Ψ between robot α and robot β whilst ←− {}t0≻tn denotes a no re-sponse mode to robot χ communication attempt. ... 3.3 Naming convention ...
As integration processes have been intensified in the area of higher education, they should be su... more As integration processes have been intensified in the area of higher education, they should be supported by information technologies. A Combined Course Programmes (CCP) generation mechanism based on HTN planning was developed for a multi-agent system, ...
This paper presents the theoretical account for designing and developing an algorithm for network... more This paper presents the theoretical account for designing and developing an algorithm for network security inspired by the behavior of Beavers. The algorithm uses the beaver behavioral patterns in constructing dams and water tunnels to create analogous secure tunnels and information lakes. The approach is a user-centric and the paper demonstrates the use of the algorithm in security and route optimization with the assumption that the beaver agent is deployed on a mobile device (e.g. smart mobile phone). An algorithmic approach to design the beaver agent and swarm is followed here. The set of algorithms presented is complemented by critical review outlining the further work needed.
International Journal of Bio-inspired Computation, 2009
ABSTRACT Emotion modelling started to attract the interest of researchers from knowledge represen... more ABSTRACT Emotion modelling started to attract the interest of researchers from knowledge representation, reasoning and decision-making fields. The advances in cognitive systems development and applications encouraged this interest. Whilst there are many psychological theories and models of emotions, there were few that made the translation to computational models. In addition, the physiological elements of emotions and emotional energies were not considered in computational terms at all whilst they would be of great benefits in developing synthetic believable characters in games and virtual realities. This paper aims to break though and move beyond the Darwinian based computational models of emotions by proposing a swarms-based emotional model. This model will be shown to be more of a framework for implementing a variety of particle based emotional algorithms.
Arabic is a very widely spoken language but very few mining tools have been developed to exploit ... more Arabic is a very widely spoken language but very few mining tools have been developed to exploit the data that lies within bodies of Arabic text. Thus, this paper presents and then uses three automatic algorithm techniques specifically designed for Arabic. The target domain is crime profiling and the methods involve adaptive dictionary building. The bodies of text are mined for crime type, location and nationality. This work is then validated through three experiments, the results of which show that the techniques developed here are promising.
Abstract Arabic is widely spoken language but very few text mining tools have been developed for ... more Abstract Arabic is widely spoken language but very few text mining tools have been developed for Arabic language. This paper presents an algorithm for automatically building dictionaries. The target domain is crime profiling. The corpus is mined for crime type, location and nationality. This work is then validated through three experiments, the results of which show that the algorithm developed here is promising.
... A significant drawback of TRAODV is the reducing in its performance compared to AOMDV and MRA... more ... A significant drawback of TRAODV is the reducing in its performance compared to AOMDV and MRAODV in term of the average ... for packet radio networks, Proceedings of the First Annual ACM International Conference on Mobile Computing and Networking,Berkeley, CA, 1995. ...
International Journal of Bio-inspired Computation, 2010
Bidding for contracts depends mainly on estimated costs of a given project, which makes an accura... more Bidding for contracts depends mainly on estimated costs of a given project, which makes an accurate estimation of effort and time required very important with great impact on budget computation and project success. Inaccurate estimates are likely lead to one or all of the following negative outcomes: failure in making a profit, increased probability of incomplete project and delay of project delivery date. In this paper, we provide a comparison between models developed for software cost estimation using particle swarm optimisation (PSO) ...
Abstract Grids are increasingly being used in applications, one of which is e-learning. As most o... more Abstract Grids are increasingly being used in applications, one of which is e-learning. As most of business and academic institutions (universities) and training centres around the world have adopted this technology in order to create, deliver and manage their learning materials through the Web, the subject has become the focus of investigate. Still, collaboration between these institutions and centres is limited. Existing technologies such as grid, Web services and agents are promising better results. In this article the authors ...
This paper addresses the modelling of land-use development described by users-services systems. O... more This paper addresses the modelling of land-use development described by users-services systems. On one hand, the increasing economical, technological, social and environmental changes in our world make the management of urban services to be a great challenge. On the other hand, new technologies provide efficient tools in order to obtain accurate information from various sensors or captors leading to targeted service delivery based on localized factors. Within this paper, we propose a descriptive model to deal with land-use development, based on a three level system in which the environment is an active level interacting with users and services. The three levels are represented in a form of a network of networks consisting of active nodes in dynamic system context. This descriptive model helps in isolating the decision making in a distributed autonomous fashion. Bio-inspired Swarm Intelligence techniques are utilized to realise this objective. The integration between environment sensing, services information handling and planning is a key and difficult part within this research.
... Shihadeh Alqrainy1 & Hasan Muaidi AlSerhan1 & Aladdin Ayesh2 ... more ... Shihadeh Alqrainy1 & Hasan Muaidi AlSerhan1 & Aladdin Ayesh2 1Prince Abdullah Bin Ghazi Faculty of Science & Information Technology AlBalqa Applied University, Amman, JORDAN Email: {alqrainy,alserhan}@bau.edu.jo ... 2The three long vowels letters are : Alif, waaw, yaa ...
There are many measurement methodologies used to measure the quality of stemming algorithms and t... more There are many measurement methodologies used to measure the quality of stemming algorithms and to evaluate their effectiveness. All of these measurement are designed for English language. In this study we trying to check the viability of the Paice evaluation method as a stemmer measurement approach for Arabic language. Eight experiments are designed for this aim. Conclusions about the experiments and the viability of the Paice evaluation for Arabic are reported.
This paper discusses the application of artificial neural networks (ANNs) in the area of identifi... more This paper discusses the application of artificial neural networks (ANNs) in the area of identification and control of nonlinear dynamical systems. Since chemical processes are getting more complex and complicated, the need of schemes that can improve process operations is highly demanded. ANNs are capable of learning from examples, perform non-linear mappings, and have a special capacity to approximate the dynamics of nonlinear systems in many applications. This paper describe the application of neural network for modeling reactor level, reactor pressure, reactor cooling water temperature, and reactor temperature problems in the Tennessee Eastman (TE) chemical process reactor. The potential of neural network technology in the process industries is great. Its ability to model process dynamics makes it powerful tool for modeling and control processes. A comparison between the applications of ANNs to model the TE plant is compared with other soft computing techniques like fuzzy logic (FL) and adaptive neuro-fuzzy inference systems (ANFIS).
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