Awais Khan Jumani

ILMA University Karachi · Computer Science

Machine learning (ML) is a prominent and extensively researched field in the artificial intelligence area which assists to strengthen the accomplishment of classification. In this study, the main idea is to provide the classification and analysis of ML and Ensemble Learning (EL) algorithms. To support this idea, six supervised ML algorithms, C4.5 (...

Natural Language Processing (NLP) is the computerized approach to analysing text using both structured and unstructured data. NLP is a simple, empirically powerful, and reliable approach. It achieves state-of-the-art performance in language processing tasks like Semantic Search (SS), Machine Translation (MT), Text Summarization (TS), Sentiment Anal...

In this ongoing era of automation and artificially working with intelligence, the two mostly discussed and expeditiously rising area for the research are the blockchain and the Internet of Things (IoT), which helps in securing data and makes them accessible over the Internet. The workings of IoT are to facilitate the user to access the gadgets in o...

Over the last decade, there has been an exponential growth in high-performance computing. Computing such as cloud and fog computing is gaining popularity, whereas, Cloud computing is a computing organization where a large number of systems are connected to the internet for application, data, and storage services. Quantum computing is the use of qua...

Virtual reality (VR) and augmented reality (AR) will help students understand and interact more effectively. VR and AR are examples of emerging technologies that are characterized by their novelty, rapid development and effects on human existence. New capabilities are easily embraced by product makers and turned into useful goods. Designers must re...

With the rapid advancement in information and communication technology has come the advent of multimedia and innovation in systems using the Internet of Things (IoT) and wireless network sensors (WNS). Multimedia systems have emerged as IoT and WNS to create new opportunities for an edge, healthcare, live streaming and agricultural-technologies dom...

Education ideology refers to believers, traditions, cultures and principles that govern education in economics, politics, morals, faith, knowledge and reality, aesthetics and artistic affairs. Different types of expenditure, protection against political risks, changes in government policies and trade ties are considered important factor in ideologi...

The ensemble learning method is considered a meaningful yet challenging task. To enhance the performance of binary classification and predictive analysis, this paper proposes an effective ensemble learning approach by applying multiple models to produce efficient and effective outcomes. In these experimental studies, three base learners, J48, Multi...

Audio compression formats reduce the file size before downloading and uploading on the Cloud and social media platforms. An audio codec performs this operation. The uncompressed or lossless format can become lossless and lossy compressed files shrinking file size due to compression. Uncompressed file format change not only decreases the original si...

Background: Nowadays, smart healthcare minimizes medical facilities costs, ease staff burden, achieve unified control of materials and records, and enhance patients' medical experience. Smart healthcare treatments have critical barriers to improving patient outcomes, reducing the regulatory burden, and promoting the transition from volume to benef...

Cloud computing is a well-known technology that provides flexible, efficient, and costeffective IT solutions for multinationals to offer improved and enhanced quality of business services to end-users. The cloud computing paradigm is instigated from the grid and parallel computing models. It uses virtualization, server consolidation, utility comput...

Network intrusion can enter the network through informal channels. Some illegal users utilize Trojans and self-programmed attack to change the network security system, so that the system loses the defense and alarm function and the Hacker can steal the internal information. Network intrusion seriously harms the security of network information and t...

Data security needs a comprehensive system design approach that combines legal, administrative, and technical protection. These laws generally contain complete rules and principles relevant to the collecting, storing, and using personal information in line with international standards on privacy and data protection. Personal data should be legally...

One of the most exciting issues in the digital economy has been sustainability supply chain management. There are many articles on this area and several different viewpoints. This work focuses on assessing the sustainability of supply chain management based on two main measurements. Firstly, the value of ecological, environmental, and social measur...

This Chapter studied both Blockchain and Big data which brings innovative opportunities around the world by changing businesses operations. There is no doubt that this technology has revolutionized finance and many other fields. It places Bitcoin transaction in blocks, and then connects them in chronological order, because each block has the hash v...

This chapter studies the cloud security issues in network forensics and a large‐scale machine‐to‐machine (M2M) communication impact on the fourth industrial revolution. The parameters help to gather, analyze, and document information about incidentals security and network‐based crime activities. It also supports the solving of a complication relate...

In the world of technology today, the hardware, applications, and online computing service have transformed instructional approaches and classroom changes. In various ways, artificial intelligence has shown its function as triggering transformations in the multimedia educational platform in an unimaginable manner. In this paper, the multimedia syst...

The movement designs are measured by vigorously changing the constants of friction among the communicating exteriors of the robot as well as the backup phase, therefore rivaling the limbless movement of serpentine by the side of a theoretical phase. Serpentines remain branded through segmented body assemblies called metameres which are collected...

Nowadays, users are moving from old 2D screens to modern devices such as 3D screens and virtual reality devices to enjoy videos and games like real-world experience, and this demand increased further development. Virtual Reality (VR) is based on the creation of a simulated environment of real-world with computer creation, and Augmented Reality (AR)...

Over the last decade, data processing shifted from cloud computing to the local processing environment named Fog computing. Fog computing is an extension of cloud computing, which process data nearby device instead of sending to the cloud this will reduce the burden from the Internet and quick processing. In this paper, we describe fog computing te...

In the fast-moving world, it is noticed that every industry is developing gradually, but recently it is identified that the use of AI has become the talk of own. Therefore, this study is focused on gathering data regarding the AI on how it has transformed the entire world’s corporate sector. The essential application AI in the business world helps...

In this paper, Quality of Experience (QoE) is used to assess and improve Bank's customer satisfaction and provide quality of service (QoS) according to their demands. QoE based web platform was developed for the assessment of customer satisfaction. The Eclipse Neon Enterprise Edition was used for the design and development of platform and MySQL dat...

This manuscript illustrates the computational intelligence used in indoor environmental art design to enhance the natural living environment and increase the quality of life for residents. The framework is responsible for indoor environmental art ecological design concepts of three areas of environmental coordination, reprocessing and people-orient...

Background: There are various languages for which an optical character recognition technology has been developed but most of these address a particular language and thereby multilingual OCR remains a challenge. Methods: Development of multilingual OCR is one of a highly debated issue. Researcher are studying the feasibility and operational feasibil...

Objectives: This study has investigated the role of internet marketing to build brand awareness which definitely leads a quick purchase decision. The main objective of the study was to investigate the components of brand awareness which directly cannot be cause of purchase decision for the mobile products but the use of internet marketing specifica...

Background/objectives: The major changes which come across face recognition are to find the age and gender of the person. This study is centered on face detection with voice and biometric technology. Methodology: During this study, it has been worked on the input camera which takes multiple shots of person. After that, the Cascade Classification al...

Objectives: To implement the DevOps pipeline on cloud for an organization. That is designed and implemented according to the project requirements. Methods/findings: The results of the study are to automate everything using DevOps pipeline on cloud native with executed Continuous Integration (CI), Continuous Delivery (CD), and Monitoring required fo...

Motivation: In the modern computing and business world computerization, automation and Enterprise Resource Planning (ERP) system has become the backbone in both public and private sector organizations throughout the world. IT departments in organizations are playing major role in controlling the financial activities, procedures, business, and admin...

Motivation: Controlling and monitoring of the whole process of industry is very difficult from a single place. Many workers required in different places of the plant to monitor, analyse, and gather data and to perform specific function accordingly. Problem: These gathering of data cause us our precious time. Sometimes due to this delay, many accide...

Motivations: E-Learning is more popular in today's era; most of the institutes have E-learning systems and also provide distance learning education. On the other hand, some of the main reasons for student's failures in academics are lack of communication with teachers. Problem: This type of gap between student and teachers make big flaws in academi...

Now a day's technology is increasing gradually, and education is part of technology, so, everyone wants to learn visualization. Some institutes use projector-based learning and the other institutes adopt ICTs in education, that's also a good thing for learning and teaching. Actually, e-learning comes from using ICT to enlarge educational prospectiv...

Learning technology was used as standalone software to install in a particular system, which needs to buy learning software of a particular subject. It was costly and difficult to search CD/DVD of the particular program in the market. Nowadays the trend of learning is changed and people are learning via the internet and it is known as Electronic Le...

named entity system that you can filter any name from age wise or character wise

Shifting of manual records to computerize has highlighted the need to provide an easier, faster, convenient, User-friendly environment for storing, updating and retrieving books information rapidly in Sindh Libraries. The aim of this paper is to propose Radio Frequency Identification (RFID) technology based Library Management System for Sindh Provi...

1. INTRODUCTION In the cluster computing system, it is necessary that there is an operating system that has a Single System Image, so that in this way the user the system interacts with single computer. It is also necessary to introduce functions for fault tolerance of recovery and error, when a node fails and the work of the cluster would stop. Th...

Named Entity Recognition (NER) System aims to extract the existing information into the following categories such as: Person’s Name, Organization, Location, Date and Time, Term, Designation and Short forms. Now, it is considered to be important aspect for many natural languages processing (NLP) tasks such as: information retrieval system, machine t...

With the advent of E-Learning (Electronic Learning) and M-Learning (Mobile Learning), many educational software or tools have been developed, a major part of which are game-based applications. Even though, most of which are freely available on the web, there are only few intuitions make practical and effective use of these learning applications. Be...

The term, Big Data, has been authored to refer to the extensive heave of data that can't be managed by traditional data handling methods or techniques. The field of Big Data plays an indispensable role in various fields, such as agriculture, banking, data mining, education, chemistry, finance, cloud computing, marketing, health care stocks. Big dat...

Parts of Speech tagging also known as grammatical tagging or word category disambiguation and it is the process of assigning a job to appropriate kind speech or verbal to a piece of word in language processing pronunciation. An automated annotation of tags based on parts of speech for Sindhi presented in this paper. For this, corpus of 28000 words...

Morphological analysis is the process of constructing and deconstructing the words of a language, the process is based on the basic grammatical units which are stem, prefixes, suffixes and infixes. Sindhi is rich in morphological features with a great variety of affixes. The problem for Sindhi to come into computerization is the large number of var...

Nowadays, Microsoft Word is commonly used in various areas including industries and academia. Microsoft word has introduced great user friendly features, for instance, Screenshot and Screen Clipping, Smart lookup, Tell Me and others. Among them, Layout option button has given us to set objects with line in text. Furthermore, Different types of pane...

Microsoft Windows Operating Systems have given us an event driven and convenient environment for completing different tasks. Functionalities have taken a place and day by day it is increasing rapidly. After 2007 Windows has included acrobat reader as a built-in program which helps user to read Portable Documents Format (PDF) without using third par...

Most of the users are constantly engaged with different social networking sites including WhatsApp. It is an instant message application that provide user friendly environment of communication to the users for exchanging the valuable information. It is noticed that sending images, video and audios is a routine activity of user(s). During the proces...

Social networks have been playing an important role to connect collaboratively, to share information and advertisements using smart phones. The popular social networks are Facebook, Twitter, WhatsApp and Linkedin. Most of the users use WhatsApp as an instant message application for sending text messages, images, videos and audios by cellular...

Speech Recognition is one of the most incredible Technology, and it use to operate commands in computer via voice. Many applications have been using Speech Recognition for different purpose and 'Text Editor through voice' is one of them. Traditionally 'Text Editor through voice is based on experiencing the praxis using 'Hidden Markov Model' and app...

WhatsApp is an instant messaging application and it has been slaking thirst of soul mates for exchanging information and sharing important stuff by using Group Chat. Moreover, it provides well secured communication channel along with an encryption. But, it has not provided yet any mechanism, which protects intrusive join group request. Indeed, user...