Teaching

Unlocking Textual Insights: The Power and Applications of Named Entity Recognition (NER)

/ / Knowledge, Public, Research, Teaching / , , , , / 3 minutes of reading

By Shahabuddin Amerudin Named Entity Recognition (NER), often referred to as entity chunking, extraction, or identification, is a vital process in the realm of Natural Language Processing (NLP). It revolves around the identification and classification of crucial information, known as entities, within text. These entities can be single words or phrases consistently referring to the same concept. Through NER, we can automatically categorize these entities into predetermined classes, such as “Person,” “Organization,” “Time,” “Location,” and […]

Unlocking Textual Insights: The Power and Applications of Named Entity Recognition (NER) Read More »

Simplifying Automated Building Footprint Extraction with Deep Learning in GIS

/ / Knowledge, Project, Public, Teaching / , , , / 3 minutes of reading

By Shahabuddin Amerudin Abstract This paper delves into the realm of geospatial data processing, highlighting the amalgamation of Python scripting and advanced deep learning techniques for object detection. The resulting synergy offers an avenue to streamline complex tasks within this domain. The focus of this work is on the automation of building footprint extraction from aerial imagery using these integrated methodologies. Automated Building Footprint Extraction via Deep Learning Techniques Consider a scenario where the conventional

Simplifying Automated Building Footprint Extraction with Deep Learning in GIS Read More »

GeoAI: Merging Geospatial Data and AI for Enhanced Decision-Making

/ / Knowledge, Public, Research, Teaching / , , / 5 minutes of reading

By Shahabuddin Amerudin Geospatial Artificial Intelligence (GeoAI) is a specialized field that combines geospatial data, which includes geographic information such as location, coordinates, and spatial relationships, with artificial intelligence (AI) techniques to extract valuable insights, patterns, and predictions from spatially referenced data. In essence, GeoAI involves the application of AI algorithms and methodologies to geospatial data to solve complex problems and enhance decision-making in various domains. Key Components of GeoAI Applications of GeoAI Tools and

GeoAI: Merging Geospatial Data and AI for Enhanced Decision-Making Read More »

GeoAI: Unveiling Patterns and Shaping Futures at the Nexus of Geography and Artificial Intelligence

/ / Knowledge, Public, Research, Teaching / , , , , / 3 minutes of reading

By Shahabuddin Amerudin Introduction In the contemporary era of technological advancements, the amalgamation of artificial intelligence (AI) with geography has ushered in a revolutionary field known as GeoAI. This interdisciplinary domain leverages the prowess of AI to decode intricate patterns concealed within geospatial data, enabling us to predict, analyze, and respond to a spectrum of events and phenomena. From predicting ecological shifts to deciphering human mobility trends, GeoAI stands as a beacon of innovation that

GeoAI: Unveiling Patterns and Shaping Futures at the Nexus of Geography and Artificial Intelligence Read More »

Free Online Guide: Uploading a Website with PHP and MySQL Database

/ / Knowledge, Public, Teaching / , , , , , / 1 minute of reading

In this tutorial, the video creator will walk you through the steps of uploading your website with a database for free, without requiring any financial investment. The video creator has previously designed a signup-login website using PHP and MySQL, and now they will illustrate the process of effectively deploying it online. By meticulously adhering to the instructions provided in the video, you can ensure that your website and its associated database are accessible to a

Free Online Guide: Uploading a Website with PHP and MySQL Database Read More »

Steps to Publish an HTML Website Online and Make it Accessible on the Internet

/ / Knowledge, Public, Teaching / , , , , , , , , / 2 minutes of reading

Learn how to put a website online on the Internet for free with GitHub Pages (using a free GitHub Pages domain name). Learn how to buy and set up a custom domain name (like “mywebsite.com”). Learn how to set up HTTPS SSL encryption for free. Sample website you can practice with: https://github.com/SuperSimpleDev/git… Namecheap: Use coupon NEWCOM598 to get a .com domain for $5.98 (33%+ OFF, new accounts only). !!! Note: don’t use the Honey extension

Steps to Publish an HTML Website Online and Make it Accessible on the Internet Read More »

Implikasi dan Pertimbangan Kenaikan Gred Markah 4 dan 9 dalam Sistem Penilaian

/ / Knowledge, Personal, Public, Research, Teaching / , , , / 3 minutes of reading

Oleh Shahabuddin Amerudin Keputusan untuk menggalakkan pensyarah supaya menaikkan gred markah kursus yang mempunyai angka 4 dan 9 dihujungnya adalah suatu isu yang mempunyai pelbagai sudut pandangan dan pertimbangan. Sebagai contoh, markah keseluruhan pelajar sepanjang semester, iaitu selepas dicampurkan dengan skor kuiz, ujian, tugasan, projek, dan peperiksaan akhir, jika markahnya adalah 64, maka perlu dinaikkan kepada 65. Begitu juga, jika markah pelajar adalah 69, maka perlu dinaikkan kepada 70. Ini akan menjadikan gred markah seolah-olah

Implikasi dan Pertimbangan Kenaikan Gred Markah 4 dan 9 dalam Sistem Penilaian Read More »

Cabaran Sikap Pelajar Universiti Terhadap Kemerosotan Pencapaian Akademik di Era Digital

/ / Knowledge, Project, Public, Teaching / , , , , / 3 minutes of reading

Oleh Shahabuddin Amerudin Dalam era digital yang penuh dengan kemudahan dan akses kepada maklumat, sikap pelajar universiti terhadap pencapaian akademik telah menunjukkan corak yang mencabar. Walaupun pelajar kini mempunyai pelbagai kemudahan dan sokongan untuk berjaya dalam pengajian mereka, namun masih terdapat pelbagai isu yang perlu diberi perhatian bagi mengatasi kemerosotan pencapaian akademik pelajar terbabit. Artikel ini akan membincangkan beberapa isu utama yang telah dinyatakan dalam konteks sikap pelajar universiti pada masa kini terhadap pencapaian akademik

Cabaran Sikap Pelajar Universiti Terhadap Kemerosotan Pencapaian Akademik di Era Digital Read More »

Kemerosotan Pencapaian Akademik dan Sikap Pelajar Universiti Pasca Era COVID-19 dan Perintah Kawalan Pergerakan (PKP)

/ / Knowledge, Public, Teaching / , , , / 5 minutes of reading

Oleh Shahabuddin Amerudin Pendahuluan Pandemik COVID-19 telah membawa transformasi yang signifikan dalam sistem pendidikan, terutama di peringkat universiti. Era pasca-COVID-19 dan tempoh Perintah Kawalan Pergerakan (PKP) telah memberi kesan mendalam kepada sikap pelajar universiti terhadap pencapaian akademik mereka. Fenomena di mana pelajar kurang berusaha dalam melaksanakan tugasan, kurang hadir ke kuliah, dan suka menangguhkan kerja mengakibatkan kemerosotan pencapaian akademik yang mencemaskan. Terdapat beberapa faktor yang dapat dihubungkan dengan perkembangan ini. Artikel ini membincangkan fenomena kemerosotan

Kemerosotan Pencapaian Akademik dan Sikap Pelajar Universiti Pasca Era COVID-19 dan Perintah Kawalan Pergerakan (PKP) Read More »

Developing Web Map-Based Applications

/ / Knowledge, Project, Public, Research, Teaching / , , , , / 12 minutes of reading

By Shahabuddin Amerudin Introduction Web map-based applications have transformed how we interact with geographic information, enabling us to explore, analyze, and visualize data on interactive maps. The development of such applications involves a unique set of challenges and considerations, ranging from selecting mapping libraries to optimizing performance for diverse devices. This article delves into the technical intricacies of creating web map-based applications, discussing mapping libraries, geospatial data integration, user experience, and optimization techniques. Choosing Between

Developing Web Map-Based Applications Read More »

Choosing Between Physical Servers and Cloud Services for Web-Based Application Development

/ / Research, Teaching / , , , , / 3 minutes of reading

By Shahabuddin Amerudin Introduction In the rapidly evolving landscape of web-based application development, the decision between deploying applications on physical servers or utilizing cloud services has become a pivotal choice. Both options present their own set of advantages and challenges, ranging from hardware infrastructure and software considerations to costs and management complexities. This article aims to delve into the technical aspects of this decision-making process, analyzing server specifications, cloud services, associated costs, and the level

Choosing Between Physical Servers and Cloud Services for Web-Based Application Development Read More »

Exploring Firewall Bypass Techniques: Strategies and Countermeasures

/ / Knowledge, Research, Teaching / , , , , , / 4 minutes of reading

Introduction In today’s interconnected world, network security is paramount. Firewalls serve as the frontline defense against cyber threats, safeguarding sensitive data and digital assets from unauthorized access and malicious attacks. However, determined hackers employ a variety of sophisticated techniques to bypass firewalls and compromise networks. This article delves into the methods hackers employ to breach firewall defenses, as well as strategies and countermeasures to fortify network security. Common Firewall Bypass Techniques Strengthening Firewall Defenses: Strategies

Exploring Firewall Bypass Techniques: Strategies and Countermeasures Read More »

HD GNSS – An Introduction

/ / Public, Research, Teaching / , , , / 4 minutes of reading

By Shahabuddin Amerudin HD GNSS, or High-Definition Global Navigation Satellite System, refers to advanced positioning and navigation technology that enhances the accuracy and precision of satellite-based location services. It is an evolution of traditional GNSS systems like GPS, GLONASS, Galileo, and BeiDou, designed to provide more accurate and reliable positioning information. The concept of improving the accuracy of Global Navigation Satellite Systems (GNSS) has been an ongoing endeavor since the inception of GNSS technology itself.

HD GNSS – An Introduction Read More »

Enhancing Smartphone GNSS Accuracy with External Receivers

/ / Project, Public, Research, Teaching / , , , , , , / 3 minutes of reading

By Shahabuddin Amerudin In an era driven by digital navigation and geospatial accuracy, the fusion of smartphones and external GNSS receivers has revolutionized positioning capabilities. With the proliferation of location-based services, achieving sub-meter accuracy with smartphones has become a tantalizing possibility. In this article, we explore how to realize this feat, including a dive into cost-effective external receivers that can elevate your smartphone’s positioning prowess. Smartphone GNSS: The Foundation Modern smartphones are equipped with built-in

Enhancing Smartphone GNSS Accuracy with External Receivers Read More »

Unleashing Sub-Meter Accuracy with L1 and L5 GNSS Frequencies

/ / Project, Public, Research, Teaching / , , , / 4 minutes of reading

By Shahabuddin Amerudin Introduction In the realm of modern navigation and geospatial technology, achieving unparalleled accuracy has become a driving force. As industries and individuals seek to unlock the potential of location-based services, the fusion of advanced GNSS technology with smartphones and external receivers has become a game-changer. One of the pivotal benchmarks in this quest is the pursuit of sub-meter accuracy – a feat that was once confined to specialized equipment but is now

Unleashing Sub-Meter Accuracy with L1 and L5 GNSS Frequencies Read More »

GIS Applications That Demand Sub-Meter Accuracy

/ / Knowledge, Public, Research, Teaching / , , , , , / 2 minutes of reading

By Shahabuddin Amerudin Sub-meter accuracy is essential for a variety of Geographic Information System (GIS) applications that require precise spatial data collection, mapping, and analysis. Here are some GIS applications that benefit from sub-meter accuracy: While sub-meter accuracy is critical for these applications, it’s important to choose the appropriate level of accuracy based on the specific requirements of the project. In many cases, sub-meter accuracy provides a balance between precision and cost-effectiveness, making it a

GIS Applications That Demand Sub-Meter Accuracy Read More »

How to Achieve Sub-Meter Positioning Accuracy using Smartphone

/ / Knowledge, Research, Teaching / , , , / 3 minutes of reading

By Shahabuddin Amerudin Achieving sub-meter positioning accuracy using a smartphone involves utilizing a combination of techniques, technologies, and tools that optimize the device’s built-in Global Navigation Satellite System (GNSS) capabilities. While smartphones typically offer less precise positioning compared to dedicated high-end GNSS receivers, advancements in hardware and software have enabled the enhancement of smartphone-based positioning accuracy. Here’s how to achieve sub-meter accuracy: It’s important to note that achieving sub-meter accuracy with a smartphone might still

How to Achieve Sub-Meter Positioning Accuracy using Smartphone Read More »

Pioneering High-Accuracy GNSS Positioning with Low-Cost Receivers and Smartphones

/ / Knowledge, Project, Public, Research, Teaching / , , , , , , / 4 minutes of reading

By Shahabuddin Amerudin Introduction In the dynamic landscape of navigation and positioning technology, a remarkable breakthrough has emerged: the accessibility of high-accuracy GNSS positioning through low-cost receivers and smartphones (Marchi et al., 2022). As we delve deeper into this realm, we uncover a transformative era of precision that was once reserved for specialized equipment. This article explores the advancements, implications, and the potential for achieving centimeter-level accuracy through these affordable solutions. Empowering Ubiquity The narrative

Pioneering High-Accuracy GNSS Positioning with Low-Cost Receivers and Smartphones Read More »

Unveiling Spatial Relationships: Predictive Applications of Regression Analysis

/ / Knowledge, Research, Teaching / , , , , , , , / 6 minutes of reading

By Shahabuddin Amerudin Introduction In the realm of data analysis, regression analysis stands as a powerful tool that facilitates the exploration, understanding, and prediction of spatial relationships. By unraveling the intricate connections between variables, it provides insights into the factors driving observed spatial patterns. In this article, we delve into the fascinating world of regression analysis, focusing on its predictive applications through two distinct examples: the prediction of human deaths and the analysis of grave

Unveiling Spatial Relationships: Predictive Applications of Regression Analysis Read More »

Spatial Analysis Techniques for Unveiling Geographic Patterns and Interactions

/ / Project, Public, Research, Teaching / , , , , , / 5 minutes of reading

By Shahabuddin Amerudin Introduction Spatial analysis is a critical discipline within geography and various other fields that deal with spatial data. It involves the examination of geographic patterns, relationships, and dependencies among data points in a given space. This exploration is crucial for understanding the underlying mechanisms driving spatial phenomena and for making informed decisions in urban planning, environmental management, economics, and various other domains. In this article, we delve into several key techniques of

Spatial Analysis Techniques for Unveiling Geographic Patterns and Interactions Read More »

Scroll to Top