T. Raghunadha Reddy, B. V. Vardhan, P. Vijayapal Reddy
{"title":"N-Gram Approach for Gender Prediction","authors":"T. Raghunadha Reddy, B. V. Vardhan, P. Vijayapal Reddy","doi":"10.1109/IACC.2017.0176","DOIUrl":"https://doi.org/10.1109/IACC.2017.0176","url":null,"abstract":"The Internet was growing with huge amount of information, through Blogs, Twitter tweets, Reviews, social media network and with other information content. Most of the text in the internet was unstructured and anonymous. Author Profiling is a text classification technique that is used to predict the profiling characteristics of the authors like gender, age, country, native language and educational background by analyzing their texts. Researchers proposed different types of features such as lexical, content based, structural and syntactic features to identify the writing styles of the authors. Most of the existing approaches in Author Profiling used the combination of features to represent a document vector for classification. In this paper, a new model was proposed in which document weights were calculated with combination of POS N-grams and most frequent terms. These document weights were used to represent the document vectors for classification. This experiment was carried out on the reviews domain to predict the gender of the authors and the achieved results were promising when compared with the existing approaches in Author Profiling.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124079955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Computational Size Measurement & Study of Nanoparticle Using Transmission Electron Microscopy Data by Image-Processing","authors":"Oindri Ray, B. Bani, C. Pani","doi":"10.1109/IACC.2017.0138","DOIUrl":"https://doi.org/10.1109/IACC.2017.0138","url":null,"abstract":"Prevention of silver nano particle from aggregation is a very difficult task. The stabilization of nano silver particle is one of the most important factors which Nano particles are may easily interact with high acidic and basic solution. Zeta potential can reveal the particle stability once those particle were kept in a gel like capping solution. The main challenge is to stabilize an ion bound particle while a small impurity destabilizes the nano form. The use of capping agent like polyacrylamide gel gives an encapsulation, partial dual layers to store nano particle cluster in nano form. The size of the particle can be studied through image processing technique.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"386 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123390522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Design and Control of Grid Connected PV/Wind Hybrid System Using 3 Level VSC","authors":"Divya Betha, M. Satish, Saratkumar Sahu","doi":"10.1109/IACC.2017.0102","DOIUrl":"https://doi.org/10.1109/IACC.2017.0102","url":null,"abstract":"The demand for the electricity was gradually increasing during the past years causing imbalance in the existing utility power grid which leads to several problems like load shedding and unbalanced voltage which ultimately affect the end consumers. In order to overcome this situation the usage of non conventional energy sources have become research hotspot during the past decade. In his context autonomous PV and wind integrated hybrid systems have been found economically viable alternative to supply energy continuously to the numerous deficit customers. Individual configuration of solar or wind power leads to fluctuations in system. When combined together will provide a reliable and sustainable source with constant flow energy. PV and Wind energy systems are combined at the DC bus and its voltage is magnified to required level by using DC-DC Step-Up converter. This paper deals with common grid perturbations like balanced voltage dips, unbalances voltages and harmonic distortions. The generated output power from the PV/wind system is fed to all connected loads. Under surplus power condition excess power is fed to the utility grid. This paper presents integrated hybrid system model in MATLAB/ SIMULINK environment.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129605937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Machine Learning Methods for Solving Complex Ranking and Sorting Issues in Human Resourcing","authors":"Arun Kumar, Anurag Pandey, Suman Kaushik","doi":"10.1109/IACC.2017.0024","DOIUrl":"https://doi.org/10.1109/IACC.2017.0024","url":null,"abstract":"Every organization doesn't necessary to have the common point of view of a particular resume while considering for a job description (JD). Keeping the same role in place, while some stress on technical skills, the other give importance to professional experience and domain expertise. Understanding these hiring patterns are becoming important in today's head hunting. The traditional job search engines offers resumes which matches to the input keywords. As the search outcomes from these search engines grows, the problem in selecting the best profile surges. The role of Human Resource (HR) staff becomes more important in understanding these hiring patterns and suggesting the suitable profiles. HR staff proposes these profiles which are ranked manually. The proposed method is to understand the intelligence behind the hiring pattern and apply the machine learning to accommodate the identified intelligence. The proposed method offers the ranking system according to the hiring patterns. Highly trained models along with the traditional search method, predicts the ranking and sorting of resumes with high accuracy and simplifies the job of human resourcing efficiently.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128770943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supervised Classification of Breast Cancer Malignancy Using Integrated Modified Marker Controlled Watershed Approach","authors":"Rajyalakshmi Uppada, S. Rao, K. Prasad","doi":"10.1109/IACC.2017.0125","DOIUrl":"https://doi.org/10.1109/IACC.2017.0125","url":null,"abstract":"Worldwide statistics inform that breast cancer occupies second position causing mortality among women. Symptomatic detection of the disease in its early stage is important for treatment to help the internists and radiologists in their diagnosis. In the proposed module, nuclei locations are obtained using Hough Transform. Nuclei Segmentation of the pre-processed Hematoxylin and Eosin stained breast cancer histopathological images is done using Proposed Modified - Marker Controlled Watershed Approach (MMCWA). Small fixed Structuring Element (SE) size removes respective bright and dark details during opening and closing morphology & large SE size removes huge contour details of the input image. So, in the proposed MMCWA, by using weighted variance method, the adaptive Structuring Element size of the SE map is obtained to protect all details in the image. A total of 20 features, including 5 shape based features and 15 texture features were extracted for classification using Decision Trees, SVM and KNN classifiers. Algorithmic performance evaluation is accomplished and proved that the proposed integrated MMCWA provides better results than the traditional marker controlled watershed. The proposed module was trained with 96 images and tested over 24 images taken from the digital database.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129150625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Arpita Chakraborty, J. Banerjee, Abir Chattopadhyay
{"title":"Non-Uniform Quantized Data Fusion Rule Alleviating Control Channel Overhead for Cooperative Spectrum Sensing in Cognitive Radio Networks","authors":"Arpita Chakraborty, J. Banerjee, Abir Chattopadhyay","doi":"10.1109/IACC.2017.0055","DOIUrl":"https://doi.org/10.1109/IACC.2017.0055","url":null,"abstract":"In this correspondence, the authors propose a nonuniform quantized data fusion (N-QDF) rule alleviating control channel overhead for energy detection based cooperative spectrum sensing scheme in cognitive radio systems. Though soften hard or quantized data fusion (QDF) technique carries few-bit overhead from each user but it prescribes an improved solution between detection performance and complexity. Again higher-bit QDF provides greater detection probability than lower-bit QDF, due to the loss of more information in lower-bit QDF. In this paper, we derive a non-uniform quantized data fusion (N-QDF) rule that simultaneously enhances the detection probability for a given false alarm probability & higher bit QDF with minimum control channel overhead. We have conducted an extensive simulation study where the performance of variable-bit N-QDF technique is compared with different uniform i.e. 3, 4, 5 bit QDF techniques with respect to different parameters to validate our proposed scheme.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127857768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating Evolutionary Relationships between Species through the Light of Graph Theory Based on the Multiplet Structure of the Genetic Code","authors":"Antara Sengupta, J. Das, P. Choudhury","doi":"10.1109/IACC.2017.0175","DOIUrl":"https://doi.org/10.1109/IACC.2017.0175","url":null,"abstract":"Investigating evolutionary relationship between various species through similarity/dissimilarity analysis is a fundamental method. In this present work firstly 20 canonical amino acids and 3 stop codons (terminations) are classified into five different classes depending upon their frequency mapping with 64 codons of genetic table. Secondly, each DNA sequence is represented by a weighted directed multi graph based on that classification. Thirdly, the procedure has been implemented to find out the evolutionary relationship between various species of alpha globin and beta globin genes. Here a new mathematical tool has been constructed to derive similarity/dissimilarity matrix, to get suitable phylogenetic trees for each data set. It is completely alignment free approach and hence the time complexity is directly proportional to the sequence length, that is O(N). Moreover the classification rule will decrease the complexity of graph constructions.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127891735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Novel Low Power Dynamic Memory Architecture Using Single Supply 3T Gain Cell","authors":"M. Nagarjuna, G. Mamatha, S. Rajendar","doi":"10.1109/IACC.2017.0097","DOIUrl":"https://doi.org/10.1109/IACC.2017.0097","url":null,"abstract":"Design of memory consists of two different approaches namely, static random access memory (SRAM) and dynamic random access memory (DRAM). Traditionally SRAM has been used to design memory. The major problem to design a memory using SRAM is area, power and delay. The memories designed with SRAM will result in high power, high delay and consumes more area. To overcome this problem, a DRAM cell is designed witch results in low power, low area and low delay. There are certain disadvantages with these two designs, and to overcome limitations a new gain cell is designed in this paper. A 2Kb dynamic memory architecture has been designed using the proposed modified 3T gain cell. An architecture is designed with features of high speed, low power, and low delay. The dyanmic memory architecture is implemented using Cadence Analog Design Environment. The proposed and conventional dynamic memory architectures were compared in terms of power and delay for variable supply voltages and temperatures.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124660622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Poornima M. Chanal, M. Kakkasageri, Avani A. Shirbur, Gururaj S. Kori
{"title":"Energy Aware Multipath Routing Scheme for Wireless Sensor Networks","authors":"Poornima M. Chanal, M. Kakkasageri, Avani A. Shirbur, Gururaj S. Kori","doi":"10.1109/IACC.2017.0074","DOIUrl":"https://doi.org/10.1109/IACC.2017.0074","url":null,"abstract":"Sensor nodes are deployed in remote wireless sensor networks (WSNs) which are mainly constricted by battery life and communication range. Single path routing mechanisms in WSNs leads to drastic power utilization and path failure. A multipath routing scheme using cooperative neighboring node concept is presented in this paper. Based on the availability of the energy at the neighboring nodes, multipath routes are recognized. Our simulation results demonstrate that the proposed scheme enhances the performance in terms of multipath identification delay, end-to-end delay, packet delivery ratio and network life time etc.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121176938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparing and Analyzing Reactive Routing Protocols (AODV, DSR and TORA) in QoS of MANET","authors":"A. Ali, U. V. Kulkarni","doi":"10.1109/IACC.2017.0081","DOIUrl":"https://doi.org/10.1109/IACC.2017.0081","url":null,"abstract":"A Mobile Ad hoc Network (MANET) is referred to as a self-configuring infrastructureless network. In other word, MANET is taken to be a contention collection of mobile devices. Contenting group of mobile devices can be reconfigured by the wireless network itself. Due to dynamic network of Mobile Ad Hoc Network, its topology is unpredictable and uncertain. This paper is intended to compare and analyze QoS parameters of various reactive routing protocols while considering varying node density.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121236144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}