Md Shajalal

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Home Environments

Semantic Relevance

Search Result Diversification

Machine Learning Models

Top Venues

Publications

Md Shajalal, Alexander Boden, Gunnar Stevens, Delong Du, Dean-Robin Kern
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments. CoRR (2024)
Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Paola de Perthuis, Dietrich Rebholz-Schuhmann, Stefan Decker
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. HICSS (2024)
Md Shajalal, Md. Atabuzzaman, Alexander Boden, Gunnar Stevens, Delong Du
What Matters in Explanations: Towards Explainable Fake Review Detection Focusing on Transformers. CoRR (2024)
Dean-Robin Kern, Gunnar Stevens, Erik Dethier, Sidra Naveed, Fatemeh Alizadeh, Delong Du, Md Shajalal
Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System. CoRR (2023)
Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. CoRR (2023)
Md Shajalal, Petr Hájek, Mohammad Zoynul Abedin
Product backorder prediction using deep neural network on imbalanced data. Int. J. Prod. Res. 61 (1) (2023)
Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
Explainable AI for Bioinformatics: Methods, Tools and Applications. Briefings Bioinform. 24 (5) (2023)
Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification. xAI (2) (2023)
Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification. CoRR (2023)
Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Alexander Boden
Arabic Sentiment Analysis with Noisy Deep Explainable Model. NLPIR (2023)
Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. DSAA (2023)
Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Alexander Boden
Arabic Sentiment Analysis with Noisy Deep Explainable Model. CoRR (2023)
Mohammad Aminul Islam, Md. Rakib Hassan, Machbah Uddin, Md Shajalal
Germinative paddy seed identification using deep convolutional neural network. Multim. Tools Appl. 82 (25) (2023)
Lu Jin, Alexander Boden, Md Shajalal
Automated Decision Making Systems in Smart Homes: A Study on User Engagement and Design. AutomationXP@CHI (2022)
Md Shajalal, Alexander Boden, Gunnar Stevens
Explainable product backorder prediction exploiting CNN: Introducing explainable models in businesses. Electron. Mark. 32 (4) (2022)
Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Md. Rezaul Karim
Textual Entailment Recognition with Semantic Features from Empirical Text Representation. CoRR (2022)
Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Christian Beecks, Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. CoRR (2022)
Md Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens
Focus on what matters: improved feature selection techniques for personal thermal comfort modelling. BuildSys@SenSys (2022)
Md Shajalal, Alexander Boden, Gunnar Stevens
Towards user-centered explainable energy demand forecasting systems. e-Energy (2022)
Maksuda Bilkis Baby, Bushra Ankhari, Md Shajalal, Md. Atabuzzaman, Fazle Rabbi, Masud Ibn Afjal
Identifying Duplicate Questions Leveraging Recurrent Neural Network. TCCE (2022)
Md. Atabuzzaman, Md Shajalal, M. Elius Ahmed, Masud Ibn Afjal, Masaki Aono
Leveraging Grammatical Roles for Measuring Semantic Similarity Between Texts. IEEE Access 9 (2021)
Md Shajalal, Masaki Aono
Coverage-based query subtopic diversification leveraging semantic relevance. Knowl. Inf. Syst. 62 (7) (2020)
Md Shajalal, Masaki Aono
Semantic textual similarity between sentences using bilingual word semantics. Prog. Artif. Intell. 8 (2) (2019)
Abu Nowshed Chy, Md Zia Ullah, Md Shajalal, Masaki Aono
KDETM at NTCIR-12 Temporalia Task: Combining a Rule-based Classifier with Weakly Supervised Learning for Temporal Intent Disambiguation. NTCIR (2016)
Md Zia Ullah, Md Shajalal, Masaki Aono
KDEIM at NTCIR-12 IMine-2 Search Intent Mining Task: Query Understanding through Diversified Ranking of Subtopics. NTCIR (2016)
Md Zia Ullah, Md Shajalal, Abu Nowshed Chy, Masaki Aono
Query Subtopic Mining Exploiting Word Embedding for Search Result Diversification. AIRS (2016)