Journal of Artificial Intelligence Research & Advances
Volume 6, Issue 1 (2019)
Published
Table of contents
-
Extraction of Road from Satellite Images Using Morphology and Active Contours
Abstract: AbstractRoad extraction from a satellite image plays a vital role in traffic management, urban planning and GPS navigation after updating maps. Many methods are available for road extraction, which include mathematical morphology, LEGION networks, road vectors, level set and mean shift, etc. A novel method is presented in this paper which uses mathematical morphology, filtering and active contours for extraction of selected part of road. The proposed algorithm is tested …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 1–7 Read article
-
Historical Kannada Handwritten Character Recognition using K-Nearest Neighbour Technique
Abstract: AbstractMost of the historical Kannada handwritten documents are preserved in the manuscript preservation center and archaeological department, and these documents are generally degraded in nature and it is very difficult to read and understand the contents in it. Hence, it is very much essential to digitize the historical Kannada handwritten document and recognize its originality of dynasty. The main objective of this paper is to digitize and recognize the historical …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 23–29 Read article
-
New Leap in Quantum: Prosthetic Brain
Abstract: AbstractThe world is facing a new era of technological influence today. It is our creativity that has done wonders. Knowledge today has given us some great theories while invention gives us some best tools for anticipating the creativity out of our minds. Fields like Artificial Intelligence and theories like quantum mechanics are incredible on their part; they prove to be the best invention of the mankind. The science of creating …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 30–34 Read article
-
An Online Dictionary and Thesaurus
Abstract: AbstractSemantic similarity and definition of words are very crucial part of the data; therefore various online dictionary and thesaurus had been studied in the literature and it was found that wordnet is the most famous and better one. WordNet design is inspired by current psycholinguistic theories of human lexical memory. It is an ontology-based system which organizes English nouns, verbs, and adjectives into synonym sets, each representing one underlying lexical …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 32–38 Read article
-
Cascade CNN Framework for Low Resolution Image Classification
Abstract: Abstract: Low resolution images contain less visual information, so classifications of these images are difficult. For overcoming this problem, cascade CNN framework for low resolution image classification is proposed. In this framework, super resolution CNN (SRCNN) enlarges low resolution image into super resolution image. The convolutional features of these super resolution images are fused with low resolution convolutional features which are extracted by low resolution CNN (LRCNN) feature extractor. A …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 39–43 Read article
-
Personal Assistance A.I.
Abstract: AbstractIn this project, the Python program acts as personal assistance which can understand what user is saying and act accordingly. Keywords: Artificial Intelligence, Python, personal assistant, operating system, PyCharm, packages, syntax and semanticsCite this ArticleBewan Yadav, Chandan Yadav. Personal Assistance A.I. Journal of Artificial Intelligence Research & Advances. 2019; 6(1): 44–49p.
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 44–49 Read article
-
PSSM Amino-Acid Composition Based Gene Identification Using Support Vector Machines
Abstract: AbstractThe main characteristic of identifying the molecular mechanism of the cell is to understand the significance or function of each protein encoded in the genome. For that purpose, genome annotation proves to be very supportive. One of the most obligatory phases of genome annotation is the prediction of the genes. Several methods or techniques have been developed in order to locate or predict the patterns of genes in genome sequence. …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 50–58 Read article
-
Sentiment Analysis for Financial Predictions: A Review
Abstract: AbstractSentiment analysis is one of the popular research areas in computer science, as it finds its application in numerous areas like finance, election and product reviews. Behavioral economics suggests that decision of investing in financial markets is driven by feelings like greed, fear etc. With widespread adoption of technology and digitization of corporate disclosures, news and social media platforms, and information expressed through words can be mined and used to …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 59–68 Read article
-
Web Abuse Using Cross Site Scripting (XSS) Attacks
Abstract: AbstractIn today’s modern world, most of the applications are using World Wide Web (www) for information processing and transaction management. The popularity of web has eased out global outreach and accessibility to different users around the globe. Although web traffic has scaled up, it has also increased the abuse of applications by malicious html-based attacks by users; one such attack being the cross-site scripting (XSS). This attack poses a serious …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 69–75 Read article
-
Test Effort Estimation Based Upon Neural Fuzzy Model
Abstract: AbstractEstimating test development effort is an important task in the management of large software projects. The task is challenging and it has been receiving the attentions of researchers ever since software was developed for commercial purpose. A number of estimation models exist for effort prediction. However, there is a need for neural model to obtain more accurate estimations. The primary purpose of this study is to propose a precise method …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 76–85 Read article
-
Fault Investigation of Rolling Element Bearing using Soft Computing
Abstract: AbstractRolling element bearing is the most significant mechanical component of any rotating machinery and used in vast applications from the surgical machine tool to aircraft etc. In the present research, an experimental investigation has been done using vibration analysis, continuous wavelet transform (CWT), and soft computing, i.e., support vector machine (SVM) and k-nearest neighbor (k-NN) for fault detection and diagnosis of rolling element bearing. Vibration signatures in the time domain …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 8–22 Read article
-
A Simple Optical Sensor Based System For Monitoring Plant Health Status
Abstract: AbstractPlant nutrition is the basic need for plant growth and productivity. Nutrient monitoring of plants is the key factor for farmers and agriculturalists. Nitrogen is a necessary element for plant growth and development and it is a major component of chlorophyll in plant leaves. Chlorophyll content of a plant is one of the most important natural indicators of plants nutritional stress and the overall health status of plants. Several sensors …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 89–98 Read article
-
Human Identification using Ear as a Biometric - A Review
Abstract: AbstractThe science of identifying or recognizing a human or verifying the identity of a person on the basis of behavioral or physiological attributes is called as Biometrics. This paper mainly focuses on studying such biometric systems designed and developed so far using the uniqueness of human ear as a biometric. Keywords: Biometrics, ear, recognition, identificationCite this ArticleRahul Lahkar, Khurshid Alam Borbora. Human Identification using Ear as a Biometric: A Review. …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 1, 2019 · pp. 99–104 Read article