Master thesis topics of programme graduates
Selected topics of successfully completed Master thesis
Semester | Name | First Name | Topic |
---|---|---|---|
SS 18 | Arora | Anish | Improved credit risk scorecard through Logistic Regression specific binning techniques |
Banjar | Bedour | The Role of Personal characteristics for Project Managers on the Project Success in Saudi Arabia Companies | |
Bhardwaj | Arun Kumar | Analysis of Text Analytics Algorithms to develop a Smart Search Engine | |
Bharti | Ved Prakash | Recommendation system and its application | |
Espitia Garcia | Monica Andrea | Headcount Predictive Modelling of a Business Line in the Automotive Sector | |
Hoyos | Jose Mauricio | Innovation in Project Management. How to encourage a project team to become more innovative. | |
Kumaran | Arun | Theory and application of an Auto-Suggest engine based on a Hybrid recommendation systems | |
Meneses Barroso | Sandra Yojana | A multilingual classifier of proficiency level through deep learning | |
Pareek | Tanu Shree | Decision support tool for the management of severe trauma | |
Penugonda | Lakshmi Priyanka | Best Practices in Business Intelligence System - An Example Driven Analysis - | |
Sassikumar | Vishnu Vijay | Can Agile be Adopted to the Challenges of IIoT? | |
Shahjahan | Md | Developing Project Management Method for Blockchain Implementation in Supply Chain | |
WS 18/19 | Chalermphao | Siraprapa | Comparison of Communication Patterns in Projects |
Davis | Delvin | Sentimental analysis of Android playstore customer reviews meta-data using text mining | |
Dhiman | Anubhav | Customer Lifetime Value prediction for Flaconi GmbH | |
Gopal Premkumar | Sharvesh | Buzz Analysis Of Online Gaming Campaigns for different Social Media Channels Using Text Mining | |
Irkin | Onurhan | Customer Segmentation with Unsupervised Learning | |
Kamble | Vinal Ramesh | Dealing with imbalanced datasets - an overview of approaches and methods | |
Mendoza | Jaime | Analyzing Music Preferences - Theory and Practice of modeling consumer behavior | |
Mudlapur | Karthik | Identification of Mechanical Components During Inspection Using Computer Vision With Deep Neural Networks | |
Narkar | Sourabh Sudhir | Scraping the web for trending innovations using text mining techniques in Manufacturing Industry | |
SS 19 | Bondar | Rinku Santram | Implementing a chat bot for customer service based on data mining |
Cardenas Velasquez | Carlos Guillermo | Added business value by implementing Chat-bots - Statistical details, Best Practices and Proof of Concept | |
De la Cruz | David | Predicting the return of a SKU analysis on the factors behind returns | |
Liu | Ching-Ju | Machine Translation into English from Variable Numbers of Keyframes of American Sign Language Videos | |
Malela | Charan Teja | Building a recommender engine with respect to customer sementation - A proof of concept for OBETA | |
Nangia | Abhinav | Entity matching with methods for NLP on a data stock containing mainly patent and research funding information | |
Nguyen | Huyen Trang | Theory and Practice of Algorithms to deal with imbalanced datasets | |
Raghav | Raghav | Imbalanced Data in Data Mining - Theory and best practices in statistical Modelling | |
Ramachandra | Madhuri | Real Time Social Media Analysis using Machine Learning Techniques | |
Sharma | Nakul | Intelligent Matchmaking In Insurtech Domain | |
WS 19/20 | Arias Trejos | Ana Maria | Clustering customer journeys |
Borja Marcial | Boris Gabriel | Risk Assessment of the Hello Fresh Upstream Supply Chain in Germany | |
Dobariya | Bhumika Nareshbhai | Building and evaluating a movie recommender engine | |
El-Zayat | Mostafa Mohamed Mostafa Abdelmeged | Modeling Deep Machine learning in Business Intelligence for Fintech Industry | |
Kattimani | Siddaling Gurupad | Data Warehousing to Enable and Optimize an Omnichannel Food Platform | |
Koleszar | Robert Cunningham | Theoretical Approaches to Alphanumeric MID-Matching in the Financial Industry | |
Linganna | Bhavya | The benefits of Scrum methodology in non-profit-projects | |
Mohammad | Faharideen Awal | Does naive diversification outperform modern portfolio theory? An empirical investigation. | |
Nahar | Prasanna Popatlal | Multi Lingual Sentiment Analysis to Improve Customer Experience | |
Niederdellmann | Robin | Business Application of Artificial Intelligence: Statistical Details and proof of concept of Hybrid Recommender Systems | |
Park | Hyun Hee | Predictive model for forecasting demand focussing on marketing-related factors - Case study | |
Rohilla | Mohit | Business Intelligence - Theoretical Findings and Best Practices | |
Scheibe | Felix Nikolaus | The Rise of Python and Qlik Sense in Data Science: Prospects and Limitations - Two case studies from the aviation industry | |
Shen | Ting | Time series forecasting with statistical, data mining and machine learning techniques | |
Tai | Chun-Han | Evaluation of a Big Data Streaming Pipeline Solution: A Case of Data Transmission in Apache Kafka | |
Xie Jeng | Shu-Jen | Empirical analysis of stock market reactions to the announcement of female top executives | |
SS 20 | Chen | Shih-Yi | Aspect-based Sentiment Analysis: an unsupervised approach to expand Sentiment Lexicon |
Costa Cordova | Andres | An analysis on the shifting patterns from ownership to subscription economy | |
Dixit | Anuj Uday | Business Intelligence: A case study - Theoretical findings and best practices | |
Grover | Parul | Cancer prediction using Data Mining | |
He | Xia | Theory and application of Sentiment analysis of Amazon reviews using machine learning and transfer learning - An empirical case study | |
Im | Aelee | Development of forecasting model to identify emerging business topic via text mining approach using patent data | |
Patruni | Sunghill | Identification of structures through Process Mining | |
Pundir | Neetu | Building a Recommendation Engine - In empirical case study | |
Roldan Solano | Laura Patricia | Conversion prediction - Theory and proof of concept of customer behavior in online freight forwarding | |
Sahni | Aashish | Comparison of data mining approaches on local and cloud services | |
Samuel | Roshan | Applying supervised machine learning techniques to predict user supscription pattern in bank tele-marketing | |
Shafiq | Muhammad Haris | Evaluation of Deep Learning architectures for defect detection in laser welding applications
| |
WS 20/21 | Exner | Susanne Carina | Data Warehouse Projects in Practice Exploring Divergence from Theoretical Concepts |
Jesani | Hardik | Discriminating similar languages(DSL) using Natural Language Processing (NLP) | |
Kannan | Janani | Process Mining - A Theoretical & Emprical Approach | |
Mun | Hyemi | Natural Language Processing - An empirical case study, Topic modeling | |
Nguyen | Thi Ha Linh | Customer segmentation using RFM approach and unsupervised learning method – Theory and Case study | |
Ruiz Montanez | Andrés | Implementaton of Machine Learning Projects in the Business Environment An Empirical Case Study About Organizational Readiness | |
Spencer | Damian Harris | Agile and Scrum - An Empirical Study of the Feasibility of Story Points | |
Taan | Esther Ruth | Sentiment Analysis of Amazon Product Reviews - an Empirical case study | |
Uray Aydogan | Damla | Fraud Detection Using Data Mining Techniques - An Empirical Case Study | |
SS 21 | Albarazi | Ayah | Detecting Fake Profiles on Social Networks using NLP and Machine Learning |
Binani | Pratika | Inferring the effect of Off-line advertising campaigns using Causal Impact | |
David Wahrendorff | Camila | A review and case study examining the literature and data science methodologies for the detection and propa-gation of fake news in digital media. | |
Jaafar | Farah | Building a supervised machine learning predictive model in detecting fraudulent merchants based on payment history | |
Jadon | Ashish | Application of Machine Learning to Process Data for an Operator Assistance System | |
King | Catherine | The Application of Prescriptive Models in COVID-19 Lockdown Decisions | |
Kumar | Kishlay | Predicting Customer behaviour in a quick commerce company | |
Malik | Vipul | Multiclass Classification of Manufacturer Parts in the Industrial Aftermarket | |
Nandakumar | Nivya | Predicting and analysing customer behaviour for a subscription-based e-commerce company. | |
Poboon | Pawin | The use of machine learning to predict a company's earnings | |
Sandoval | Jose Alejandro | Positive and negative economic impact during the Covid-19 crisis: A quantative comparison of digital businesses and traditional businesses | |
Sariputi | Hima Bindu | Customer Segmentation - How to anticipate the future market potential of the industry/Market based on existing customer purchasing patterns by usng customer segmentation | |
Sawant | Sharvari | Customer segmentationUsing unsupervised machine learning algorithms to perform customer segmentation which identifies the target customers | |
Schloo | Bianca | Data centricity: A framework approach to assess the value of data for companies | |
Xu | Wenzhang | A sentiment analysis of Amazon datasets and its application | |
Yolagel | Sitki Ender | Building A Recommender System on Knowledge Graphs with Neural Networks - A Proof of Concept for Deutsche Telekom | |
WS 21/22 | Gumma | Nandhinee Sankara | Creating an enhanced predictive model for listing prices in residential real estate market using transaction data |
Nandkumar | Sharan | Optimizing order to delivered time | |
Ladhwe | Shantanu | Productionalizing BERT based Financial FAQ chatbot using transfer learning powered by cloud ML-Ops | |
Lin | Yi-Hsuan | A recommender system for analytical assets: MVP for SAP Enterprise Analytics Store | |
Sharma | Yagya Dutt | Image classification - A proof of concept to categorize clothing images | |
Iglesias Gonzalez | Jose Alejandro | Building a Recommender Engine - Cooperation with OBETA | |
Ngo Thu | Trang | Applications of Machine Learning in Online Shopping Purchasing Intention | |
Iyiola | Abayomi | Implemention of Predictive Customer Analytics on Historic Data to Determine New Potential Investors ( Case Study: Moonfare GmbH) | |
Kasymova | Madinakhon | Generating Natural Language Descriptions of Image Content using Neural Networks | |
SoSe 22 | Behzad | Pandi | Image recognition with deep learning techniques |
Ken | Nagata | Sentiment Analysis for Amazon Product Reviews using Machine Learning Algorithms: Theory and an Empirical Case Study | |
Florian | Dewes | Building a State-of-the-Art Deep Learning German-Language Information Extraction System | |
Luis Enrique | Lopez Toledo | Building a product recommendation engine for a retail sector company using Azure cloud services | |
Karen Lorena | Nino Pedraza | Breaking down time series applying advanced data mining techniques: An empirical case on the music industry | |
Jorge Oswaldo | Flores | Breaking down time series applying advanced data mining techniques: An empirical case on the music industry | |
Surbhi | Sharma | Building Recommendation Systems | |
Anushruti | Deshpande | Identifying relevant features and its impact on the price of real estate using data mining | |
Aakash | Bhatia | Stock Transfer Analysis and Trend Predictions - An empirical study | |
Vishal | Yadav | Identifying customer preferences and support businesses using product recommender engines | |
Trishala | Basti | Image Classification using Deep Learning techniques | |
Vinothkumar | Dhandapani | NLP Sentiment Analysis on Amazon reviews | |
Riwaj | Kharel | Machine learning approach to detect fraudulent banking transactions | |
Satakshi | Sunam | Applying data mining techniques to build a Recommender Engine on an empirical dataset | |
Kartavya | Khanna | Predictive Forecasting and analysis to improve Waste Management for the Fresh foods segment in Quick-Commerce for Getir GmbH. | |
SoSe 22 | Arik | Märker | Extract, transformation and load of production data to create an interactive dashboard for part traceabiltity, system status and Key-Performance-Indicators |
Fatimah Abdul | Razak | Cost Change Prediction and Analysis using Data Mining Techniques in the Home Goods Market | |
Ferdinand | Schwarz | Artificial Intelligence in pain recognition: Developing and investigating deep learning models for automated pain assessment | |
Muhammad | Yousaf | Sentiment Analyses for Amazon review | |
Ya-Ting | Tsai | Customer segmentation using Machine Learning - A empirial case study in the E-commerce sector | |
Majd | Elshobockshy | Categorizing customer feedback using sentiment analysis - Theory and application | |
Rania | Aboueid | Project management and organizational change management alignment, how and why? |