SDIWC Digital Library
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The International Conference on Artificial Intelligence and Pattern Recognition (AIPR2014)
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ComboSplit: Combining Various Splitting Criteria for Building a Single Decision Tree
Typically existing decision tree building algorithms use a single splitting criterion such as Gain Ratio and Gini Index. In this paper three existing splitting criteria are compared within the ...Authors: Md Nasim Adnan, Md Zahidul Islam
Year Published: Nov. 2014 | 1-8 | AIPR2014 -
Text Classification Using Computational Model of the Cerebral Cortex
We applied the BESOM cerebral cortex model to text classification. A 20 Newsgroups Data Set is often used as a benchmark data set for text classification and has 20 categories. We used the data set. ...Authors: Koki Hatano, Tomoki Takada and Tomohiro Takagi
Year Published: Nov. 2014 | 9-23 | AIPR2014 -
Restricted Boltzmann Machines for Modeling Businesses
User-generated business reviews have a significant impact in decision making of consumers. It would be useful to predict if a business is good for children or to predict its ratings using only text ...Authors: Andreea Salinca
Year Published: Nov. 2014 | 24-28 | AIPR2014 -
Variables Selection for Multiclass SVM Using the Multiclass Radius Margin Bound
Support vector machines (SVM) are considered as a powerful tool for classification which demonstrate great performances in various fields. Presented for the first time for binary problems, SVMs have ...Authors: Fatima Zahra Aazi, Abdeljalil Elouardighi, Boujemâa Achchab, Rafik Abdesselam and Yann Guermeur
Year Published: Nov. 2014 | 29-39 | AIPR2014 -
On the Enumeration of Frequent Patterns in Sequences
In accordance with the increase of the demands on wide-area surveillance to minimize the damage for incidents such as terrorism and riots, the importance of the sharing of video footage among local ...Authors: Rajeb Akram, Ben Hamadou Abdelmajid and Loukil Zied
Year Published: Nov. 2014 | 40-44 | AIPR2014 -
Predicting Movie Incomes Using Search Engine Query Data
Massive data sources resulting from human interactions with the Internet may offer a new perspective on the behavior of market. By analyzing Google query database for search terms related to movies, ...Authors: Chanseung Lee, Mina Jung
Year Published: Nov. 2014 | 45-49 | AIPR2014 -
Best-Parameterized Sigmoid ELM for Benign and Malignant Breast Cancer Detection
Breast cancer is one of the leading deadly causes for women. Detection of this disease in the early stages, especially before spreading to other organs, can significantly improve survival patients’ ...Authors: Chandra Prasetyo Utomo, Puspa Setia Pratiwi, Aan Kardiana, Indra Budi and Heru Suhartanto
Year Published: Nov. 2014 | 50-55 | AIPR2014 -
Inference Engine for Classification of Expert Systems Using Keyword Extraction Technique
Because of the fast-growing demands in automated document dispensation, a steadfast system for automatic identification of keywords entrenched in an electronic document is of immense concern. The ...Authors: Nabila Perveen, Usman Qamar
Year Published: Nov. 2014 | 56-71 | AIPR2014 -
Comparison of Classifiers for Retinal Pathology Images using SURF and Bag-of-Words Model
In this work, we compare the performances of four different classifiers for detection of diabetic retinopathy (DR) in retinal pathology images. The classifiers considered are Naïve Bayes Classifier, ...Authors: Fanji Ari Mukti, Chikannan Eswaran, Noramiza Hashim
Year Published: Nov. 2014 | 72-78 | AIPR2014 -
Content Based Video Quality Control for Wide-area Video Surveillance Systems
In accordance with the increase of the demands on wide-area surveillance to minimize the damage for incidents such as terrorism and riots, the importance of the sharing of video footage among local ...Authors: Takeshi Arikuma, Ashish Jain, Kazuya Koyama, Kang Wei Woo, Tsunehisa Kawamata and Keiji Yamada
Year Published: Nov. 2014 | 79-86 | AIPR2014 -
Line Detection by Centre and Width Estimation
Lines, thin regions of approximately-uniform width and colour, are important in the visual interpretation of information. Lines are a primary feature of many objects, and are used to convey semantic ...Authors: Wei Hua Chen
Year Published: Nov. 2014 | 87-98 | AIPR2014 -
Interactive versus Passive 2D Face Spoofing Detection
Due to its several advantages including practicality and simple requirements, facial identification has attracted a great amount of attention over the past years. Nonetheless, several studies have ...Authors: Mohamed Moustafa, Alia Saad
Year Published: Nov. 2014 | 99-103 | AIPR2014 -
Dictionary Learning Using EMD and Hilbert Transform for Sparse Modeling of Environmental Sounds
This paper presents a new dictionary learning method for reconstruction tasks. Based on Empirical Mode Decomposition(EMD) and Hilbert Transformation, the dictionary is learnt, once and for all, from ...Authors: Bochra Bouchhima, Rim Amara and Monia Turki-Hadj Alouane
Year Published: Nov. 2014 | 104-110 | AIPR2014 -
Noisy Text Normalization Using an Enhanced Language Model
User generated text in social network sites contains enormous amount and vast variety of out-of-vocabulary words, formed both deliberately and mistakenly by the end-users. It is of essential ...Authors: Mohammad Arshi Saloot, Norisma Idris, Aiti Aw
Year Published: Nov. 2014 | 111-122 | AIPR2014 -
Local Clustering Organization Based Subtour Extract Approach for Large-Scale TSP
“Traveling Salesman Problem” (TSP) is one of most difficult and important problems in combinatorial optimization on industrial circles. “Local Clustering Organization” (LCO) was developed to ...Authors: Yohko Konno, Hidenori Kawamura, Keiji Suzuki
Year Published: Nov. 2014 | 123-133 | AIPR2014 -
Resource Acceleration of Autonomous Stochastic Moving Multi-Agents with Boundary Effects
Autonomous stochastic moving multi-agents are not easy to analyze the behavior of them. We consider a resource consisting of cells arranged along lines, and restrict moving ranges of agents at each ...Authors: Isamu Shioya
Year Published: Nov. 2014 | 134-142 | AIPR2014 -
Using Latent Semantic Analysis to Identify Quality in Use (QU) Indicators from User Reviews
The paper describes a novel approach to categorize users’ reviews according to the three Quality in Use (QU) indicators defined in ISO: effectiveness, efficiency and freedom from risk. With the ...Authors: Wendy Wei Syn Tan, Chih How Bong, Issa Atoum
Year Published: Nov. 2014 | 143-151 | AIPR2014 -
Validation of XML Document Content Using Ontology
The spread of the Internet has introduced many online government forms and electronic commerce applications using standard forms defined in the XML format. In case of fields that require specialized ...Authors: Shinji Norimatsu, Kenji Murakami, Hiroshi Takahashi
Year Published: Nov. 2014 | 152-158 | AIPR2014 -
Dynamic Bayesian Networks for Multi-Dialect Isolated Arabic Recognition
Hidden Markov Models (HMM) are currently widely used in Automatic Speech Recognition (ASR) as being the most effective models. In addition, the HMM are just a special case of graphical models which ...Authors: Elyes Zarrouk, Yassine Benayed, Faïez Gargouri
Year Published: Nov. 2014 | 159-166 | AIPR2014 -
Policy Gradient Method Using Fuzzy Controller in Policies and Its Application
One of the reinforcement learning algorithms proposed by Igarashi and Ishihara is a combining method of policy gradient method and fuzzy control. In 2012, M. Sugimoto implemented the algorithm to the ...Authors: Noor Imanina N.H., Harukazu Igarashi
Year Published: Nov. 2014 | 167-174 | AIPR2014 -
Empirically Comparing Three Multi-Objective Optimization Approaches for the Automated Evolution of Snake-Like Modular Robots
This paper explores the use of multi-objective evolutionary algorithm to automatically design and optimize heterogeneous snake-like modular robot through artificial evolutionary process by taking ...Authors: Wei Shun Chee, Jason Teo
Year Published: Nov. 2014 | 175-183 | AIPR2014 -
Integrating Evolutionary Robotics with 3D Printing for Rapid Fabrication and Deployment of a Physically-Simulated Autonomous Six Articulated-Wheeled Robot
This paper presented the fabrication of a six articulated-wheeled robot (SAWR) with 3D printing technology. The SAWR is obtained from a evolution process where the morphology of the SAWR is ...Authors: S. H. Lim, J. Teo
Year Published: Nov. 2014 | 184-191 | AIPR2014 -
Quantum Cryptography Protocols with Tri-partite Entanglement
Quantum finite tri-partite systems are studied. Different protocols are introduced to achieve high security quantum cryptography based on tri-partite systems. These protocols are based on the ...Authors: Hilal Ali Al Hadhrami
Year Published: Nov. 2014 | 192-198 | AIPR2014 -
Terrorist Group Prediction Using Data Classification
Terrorist attacks are the challenging issue across the world and need the attention of the practitioners to cope up deliberately. Predicting the responsible group of an event is a complicated task ...Authors: Faryal Gohar, Wasi Haider Butt and Usman Qamar
Year Published: Nov. 2014 | 199-208 | AIPR2014 -
An Application Support Vector Machine Model (SVM) Technique for Biochemical Oxygen Demand (BOD) Prediction
In this study, Support Vector Machine (SVM) technique has been investigated in prediction of Biochemical Oxygen Demand (BOD). To assess the effect of input parameters on the model, the sensitivity ...Authors: Ali Najah Ahmed, and A. El-Shafie
Year Published: Nov. 2014 | 209-212 | AIPR2014