Papers by Ahmad Tasnim Siddiqui
2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), 2023
A reliable career guidance system has become more crucial in this era of rapid technological adva... more A reliable career guidance system has become more crucial in this era of rapid technological advancements and ever-evolving industries. Career Prediction Application emerges as a trailblazer, reshaping our perception of professional journeys. This cutting-edge web-based platform, meticulously crafted using Django, leverages the wonders of machine learning to forecast potential career options for students and professionals alike accurately. The application puts the power of a personal career advisor right at fingertips, guiding you toward the most suitable paths in the vast landscape of opportunities. With its interactive and userfriendly interface, this system takes career planning to a whole new level, making it a must-have tool in today's fast-paced world. The platform boasts a plethora of powerful features, including a cutting-edge Resume Analyzer, an extensive Knowledge Network, and a curated collection of Courses, all aimed at empowering users to augment their skills and excel in their chosen careers. The centerpiece of this application lies in its Career Prediction module, which leverages the K-Nearest Neighbors (KNN) algorithm, a state-of-the-art machine learning technique, to scrutinize and evaluate user data meticulously. The resume analyzer utilizes Natural Language Processing to analyze resumes, ensuring industry-standard content and formatting for increased visibility and job prospects. Overall proposed application leverages sophisticated algorithms and data analysis techniques to effectively match individuals' unique aptitudes, skills, and interests with the most suitable professions, enabling informed decision-making and fostering heightened career satisfaction.
INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 2023
Evolutionary algorithms (EAs) have gained significant optimization techniques for deep learning m... more Evolutionary algorithms (EAs) have gained significant optimization techniques for deep learning model parameter tuning. Deep learning models often contain many parameters, and finding the optimal values for these parameters. EAs, inspired by natural evolution and natural selection processes, provide a promising approach for automatically searching and optimizing the parameter space. This study explores the application of EAs for deep learning model parameter tuning. We present an overview of deep learning and the challenges associated with parameter tuning. Next, we briefly introduce evolutionary algorithms and their key components, such as population initialization, reproduction, and selection operators. We discuss various strategies for integrating EAs into the parameter tuning process, including using different genetic operators, such as mutation and crossover, and techniques for handling constraints and incorporating prior knowledge. We aim of our present work is to optimize these hyperparameters using swarm optimization algorithms and evolutionary algorithms.
Advances in human and social aspects of technology book series, Feb 17, 2023
Neuro Quantology - AnKa Publisher, 2022
The COVID-19 pandemic has impacted every sphere of human life in the world. Its influenced the di... more The COVID-19 pandemic has impacted every sphere of human life in the world. Its influenced the direction of functioning and thinking of human. The people are realizing the changed in the way of live. In this line the education sector is also most influenced sector of the world. Perhaps it was, because the education of the world are going in its own university or college system way. After the COVID-19 pandemic, education of the world turned to online mode, so the functioning style of education world influenced the learning and teaching behavior of the teacher and students. Consequently, there were pros and cons of online studies e.g., mental stress, headache, social life problems and many more. This has changed the behavior of educators as well as students. And this changed behavior of the students and teacher impacted the life style, learning approaches, learning capacity, learning interest, and ultimately extent or degree of learning of the students. The world perception about the learning of the student after it is that they are losing their learning temperament but few of them are taking the advantages. The aim of our paper is to explore the effects of COVID-19 on behavioral change both in students and faculties.
<i>Abstract -</i> This paper is a description about the application of e-commerce and... more <i>Abstract -</i> This paper is a description about the application of e-commerce and data mining with cloud Computing. It emphasizes how data mining is used for e-commerce in combination of cloud computing systems. Data Mining is a process of separating possibly useful information from available raw data. It's also describing that How SaaS is very useful in cloud computing. The combination of data mining techniques into normal day-to-day actions has become common part. Businesses and advertising have become more active through the use of data mining functionalities to deduct the overall costs. Data mining operations can develop much more demographic information respecting customers that was basically not known or hidden in the desired data. It has basically seen enhancements in data mining techniques proposed to such activities as identifying criminal activities, fraud detection, suspects, and indication of potential terrorists. On the whole, data mining systems that have been designed and developed to data for grids, clusters, and distributed clusters have considered that the processors are the limited resource, and hence distributed. When processors become accessible, the data is transferred to the processors. <i>Keywords: Data Mining, e-commerce, cloud computing systems, data mining and cloud computing, (SaaS) Software-as –a-Service.</i>
Data mining in large sensor networks just starts to attract interest. Finding patterns in such an... more Data mining in large sensor networks just starts to attract interest. Finding patterns in such an environment is both compelling and challenging. We also outline our preliminary proposal of solutions to these problems. There has recently been a considerable amount of research work done on using data compression techniques to minimize the volume of the transmitted traffic, and the consequently assist in reducing power consumption levels in Wireless Sensor Networks. A Wireless Sensor Network is the network of small sensor nodes, which are energy constraint devices and have limited data computational and transmission control. The nodes are organized in the form of cluster around a Base Station. In this paper we have define how to improve the energy efficiency of the network by using data mining technique by discovery, usage, and understanding of patterns and knowledge, mining moving object data, mining text, Web, and other unstructured data.
KSII Transactions on Internet and Information Systems, 2021
This article focuses on providing remedial solutions for COVID disease through the data collectio... more This article focuses on providing remedial solutions for COVID disease through the data collection process. Recently, In India, sudden human losses are happening due to the spread of infectious viruses. All people are not able to differentiate the number of affected people and their locations. Therefore, the proposed method integrates robotic technology for monitoring the health condition of different people. If any individual is affected by infectious disease, then data will be collected and within a short span of time, it will be reported to the control center. Once, the information is collected, then all individuals can access the same using an application platform. The application platform will be developed based on certain parametric values, where the location of each individual will be retained. For precise application development, the parametric values related to the identification process such as sub-interval points and intensity of detection should be established. Therefore, to check the effectiveness of the proposed robotic technology, an online monitoring system is employed where the output is realized using MATLAB. From simulated values, it is observed that the proposed method outperforms the existing method in terms of data quality with an observed percentage of 82.
International Journal of Emerging Technologies in Learning (iJET), 2017
With the emergence of new technologies the area of education is also growing very fast. By using ... more With the emergence of new technologies the area of education is also growing very fast. By using new innovations teaching and learning has become technically very strong. Learning is becoming tech learning or e-learning. Educators and students are getting very smart and hence study and learning is also becoming smart. Maximum available learning systems don’t involve pen and paper based learning. Due to the emergence of ICTs in the learning atmosphere it doesn’t indicate that our traditional education methodologies have become outdated. Smart study is such a stage which allows students continue to learn in smart way by using smart pens and papers. Using smart paper and pen the contents written on the paper can be converted into digital format. Smart study using pen and paper is helpful for practicing handwriting in same traditional manner. This paper presents a smart study platform which combines work with printed and digital contents.
International Journal of Advanced Computer Science and Applications, 2016
The large number of reasonably priced computers, Internet broadband connectivity and rich educati... more The large number of reasonably priced computers, Internet broadband connectivity and rich education content has created a global phenomenon by which information and communication technology (ICT) has used to remodel education. E-learning can be explained as the use of available information, computational and communication technologies to assist learning practice. In the modern world, education has become more universal, and people are looking for learning with simplicity and interest. Students are looking for more interactive and attractive learning style rather than old traditional style. Using technological learning, we can enhance the education system. We can deliver quality education to students as well as we can ease and uniform the process of education by using the modern technologies and methods. In this paper, we propose a smart class model to manage the entire educational activities and hence to enhance the quality of education.
In the modern growing world, the authentication and verification of a person is of more concern. ... more In the modern growing world, the authentication and verification of a person is of more concern. It has always been the area to worry about the security and confidentiality of the consumers. In the complex and fast moving world it is not an easy task to maintain the authenticity and integrity of consumers. While getting money out of the ATMs, a PIN is required and if that PIN is hacked by someone then consumer can lose our money and other identities. To overcome from the current problem, banks and financial organizations can have a security solution which can combine the current technology with biometrics using physical characteristics like fingerprints, eyes and hands scanners to authenticate a person. It may prevent the ATM’s frauds and can improve the security level of other financial transactions.
Voice over IP (VoIP) technology is swiftly accepted by consumers, militaries, enterprises and gov... more Voice over IP (VoIP) technology is swiftly accepted by consumers, militaries, enterprises and governments. This technology recommend higher flexibility and more features than traditional telephony (PSTN) infrastructures, over and above the potential for lower cost through equipment consolidation, new business models for the consumer market. Voice over IP (VoIP) communications is becoming essential to the corporate world. Possibly, Voice over IP should be viewed as a chance to develop new, more effective security policies, infrastructure and processes. These all new policies and practices can have a positive impact on the security of the entire network not only voice communications. This paper provide starting point for understanding the security facets of VoIP in a rapidly evolving set of technologies that are seeing growing deployment and use. The main goal is to provide a better understanding of the security background with respect to VoIP security facet toward directing future re...
2014 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2014], 2014
In the current scenario the way banking and transaction system is changing in the world, the vali... more In the current scenario the way banking and transaction system is changing in the world, the validation, authentication and confirmation of a person is very important and should be of more concern. Authentication and verification has always been the part to worry about the security and confidentiality of the consumers. In the rapid changing environment it's not easy to maintain integrity and authenticity of persons. There is a lot of risk to losing money and identity if we lose our ATM PIN. If it is hacked by someone then we can lose entire money. To prevent all these frauds we need some foolproof security solution which we can use along with the current available technology. Biometric is one of the technologies which we can combine with the current technology. We can use fingerprints, iris scan, palm scanning along with the PIN authentication and verifications. Even we can use voice recognition also. Combination of such technologies may help in reducing the ATM frauds and hence can improve the security level of other financial transactions.
International Journal of Computer Science Issues, 2012
E-learning can be defined as the use of available information and communication technologies to f... more E-learning can be defined as the use of available information and communication technologies to facilitate learning process. E-learning is the combination of learning and the Internet technology. In the modern world, education has become more global, and people are looking for learning with ease and interest. Students are looking for more interactive and interesting learning style rather than tedious. Using e-learning, we can provide the quality education to remote and rural regions with the help of modern technologies like satellite, ...
- E-commerce refers to the utilization of electronic data transmission for enhancing business pro... more - E-commerce refers to the utilization of electronic data transmission for enhancing business processes and implementing business strategies. Explicit components of e-commerce include providing after-sales services, promoting services/products to services, processing payment, engaging in transaction processes, identifying customer's needs, processing payment and creating services/products. In recent times, the use of e-commerce has become too common among the people. However, the growing demand of e-commerce sites have made essential for the databases to support direct querying of the Web page. This re-search aims to explore and evaluate the integration of database queries and their uses in searching of electronic commerce products. It has been analyzed that e-commerce is one of the most outstanding trends, which have been emerged in the commerce world, for the last decades. Therefore, this study was undertaken to ex-amine the benefits of integrating database queries with e-comm...
This study aims to inspect and evaluate the integration of database queries and their use in e-co... more This study aims to inspect and evaluate the integration of database queries and their use in e-commerce product searches. It has been observed that e-commerce is one of the most prominent trends, which have been emerged in the business world, for the past decade. E-commerce has gained tremendous popularity, as it offers higher flexibility, cost efficiency, effectiveness, and convenience, to both, consumers and businesses. Large number of retailing companies has adopted this technology, in order to expand their operations, across of the globe; hence they needs to have highly responsive and integrated databases. In this regard, the approach of database queries is found to be the most appropriate and adequate techniques, as it simplifies the searches of e-commerce products.
International journal of engineering research and technology, 2017
Wireless Sensor Network is a set of sensors that are integrated with a physical environment. Asso... more Wireless Sensor Network is a set of sensors that are integrated with a physical environment. Assortment of sensor nodes systematized into a network is also known as Wireless Sensor Networks .Now days, a wireless sensor networks have emerged as one of the most exciting fields in Computer Science research as well as the distributed systems. The main limitations of Wireless Sensor Networks are characteristics of sensor nodes and nature of sensor data generated by networks. In sensor networks data mining is the method of selecting application-oriented standards and patterns with acceptable accuracy from fast and continuous flow of data streams from sensor networks. Data mining methods has to be fast to process high-speed arriving data. Data mining, as the continuance of multiple intertwined disciplines, consisting statistics, machine learning, pattern recognition, database systems, information retrieval, World-Wide Web, visualization, and lots of application domains, has made great prog...
The New Silk Road Leads through the Arab Peninsula: Mast ering Global Business and Inovation, 2019
The aim of this chapter is to highlight the importance of information and communication technolog... more The aim of this chapter is to highlight the importance of information and communication technology (ICT) knowledge (ICT-K) for female in socio-economic development in Middle East countries. Currently, men play major roles in the development of Middle East countries without heed being paid to women. The role for women is normally reserved to the home and child caring. Men continue to dominate power structures, education, finance, and travel. Overall levels of women’s ICT entrepreneurship are among the lowest in the Middle East although more women are studying ICT programs in the universities. Even statistics on the number of women entrepreneurs and women’s economic participation are often unavailable or incomplete in this region. Mainly, women’s entrepreneurship and economic participation are relatively limited due to gender-specific barriers to business creation and development, including cultural norms, civil law, or barriers in the business environment. This chapter investigates t...
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Papers by Ahmad Tasnim Siddiqui