Betty Heleen

Independent

SCHOLARLY PAPERS

30

DOWNLOADS

408

TOTAL CITATIONS

0

Scholarly Papers (30)

1.
Downloads 52 (837,093)

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Cryothermal Ablation, Cardiac Arrhythmia, Multiphysics Modeling, Thermal Modeling, Hemodynamics, Computational Modeling, Cardiac Electrophysiology, Thermal Therapy, Ablation Techniques, Cryotherapy in Cardiology

2.

A Comprehensive Review of Deep Learning Architectures for Text Classification

Number of pages: 15 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 45 (886,000)

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Deep Learning, Text Classification, Convolutional Neural Networks, Recurrent Neural Networks, LSTM, Transformers, BERT, GPT, Natural Language Processing, Neural Architectures, Machine Learning

3.
Downloads 31 (1,023,132)

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framework Development, Multi-Project Management, Project Performance Evaluation, Project Tracking Frameworks, Multi-Project Performance Metrics, Portfolio Management, Project Success Criteria, Performance Measurement Systems, Resource Allocation Strategies, Project Management Frameworks, Performance Indicators, Risk Management in Multi-Projects, Project Tracking Tools, Decision Support Systems, Agile Multi-Project Management, Project Management Best Practices

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Posthuman Identity, Foucauldian Analysis, Power and Norms, Social Constructs, Cultural Studies, The Immortals of Meluha, Body Politics, Biopolitics, Disciplinary Power, Identity and Power Structures, Philosophy of the Body, Mythology and Posthumanism, Critical Theory, Foucault and Literature, Transhumanism

5.

Advances in Neural Network Models for Named Entity Recognition (NER)

Number of pages: 14 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 27 (1,068,968)

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Named Entity Recognition (NER), Neural Networks, Deep Learning, Transformer Models, BERT, GPT, LSTM, RNN, Transfer Learning, Fine-Tuning, Contextual Embeddings, NLP, Domain Adaptation, Pre-trained Models, Entity Classification

6.

Towards Efficient, Accurate, and Scalable Food Dish Recognition

Number of pages: 88 Posted: 30 Jan 2025
Betty Heleen
Independent
Downloads 21 (1,142,107)

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Food Dish Recognition, Deep Learning, Image Classification, Convolutional Neural Networks (CNN), Scalable Food Recognition, Food Image Dataset, Food Identification Algorithms, Accuracy in Food Recognition, AI in Food Applications, Real-time Food Recognition

7.

Deep Learning Techniques for Sentiment Analysis in Text Data

Number of pages: 16 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 18 (1,179,270)

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Sentiment Analysis, Deep Learning, Natural Language Processing (NLP), Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), Transformers, BERT, GPT, Text Classification, Pre-trained Models, Data Preprocessing, Feature Engineering, Model Evaluation

8.

Deep Reinforcement Learning for Text Generation Tasks

Number of pages: 14 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 16 (1,203,827)

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Deep Reinforcement Learning, Text Generation, Natural Language Processing, Policy Gradient, Actor-Critic, Machine Translation, Summarization, Dialogue Systems, Reward Shaping

9.

Deep Learning Approaches to Text Summarization: Techniques and Applications

Number of pages: 14 Posted: 07 Apr 2025
Betty Heleen, Salim Ahmad and Muhammad Abubakar
Independent, Independent and Independent
Downloads 15 (1,215,775)

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Text Summarization, Deep Learning, Extractive Summarization, Abstractive Summarization, Neural Networks, Transformer, BERT, GPT, NLP, Document Compression, Information Retrieval, Applications.

10.

Challenges in Deploying Deep Learning for Speech Recognition Systems

Number of pages: 12 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 15 (1,215,775)

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Deep learning, speech recognition, model complexity, data requirements, computational resources, noise robustness, accents, dialects, transfer learning, multimodal approaches, model optimization.

11.

A Survey of Pretrained Language Models for NLP Tasks

Number of pages: 14 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 13 (1,238,914)

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Pretrained Language Models, NLP, BERT, GPT, T5, Transformer, Fine-Tuning, Model Efficiency, Interpretability, Domain Adaptation

12.

Generative Models for Text: A Survey of Approaches and Challenges

Number of pages: 13 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 12 (1,249,831)

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Generative Models, Text Generation, Natural Language Processing, Deep Learning, Transformers, GPT, BERT, Hidden Markov Models, Machine Translation, Dialogue Systems, Evaluation Metrics, Computational Costs

13.

Deep Learning Models for Language Translation: A Comprehensive Survey

Number of pages: 15 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 11 (1,260,384)

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Deep learning, language translation, neural machine translation, sequence-to-sequence models, attention mechanism, transformer, RNN, LSTM, multilingual models, low-resource languages, translation quality, pre-trained models, reinforcement learning, cross-lingual transfer learning

14.

Transfer Learning in NLP: An In-Depth Analysis of its Effectiveness

Number of pages: 13 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 11 (1,260,384)

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Transfer Learning, Natural Language Processing, Fine-tuning, Feature Extraction, Domain Adaptation, Sentiment Analysis, Machine Translation, Named Entity Recognition, Question Answering, Transformers, Deep Learning, Model Interpretability.

15.

The Role of LSTMs in Time Series and Text Processing

Number of pages: 12 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 10 (1,270,404)

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Long Short-Term Memory (LSTM), Time Series, Text Processing, Sequential Data, Deep Learning, Recurrent Neural Networks (RNNs), Forecasting, Sentiment Analysis, Machine Translation, Temporal Dependencies, Speech Recognition

16.

A Survey of Graph Neural Networks in Natural Language Processing

Number of pages: 14 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 10 (1,270,404)

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Graph Neural Networks, Natural Language Processing, Syntactic Parsing, Sentiment Analysis, Machine Translation, Document Classification, Graph Convolution, Attention Mechanisms, NLP Tasks, Open Research Directions

17.

Understanding BERT: A Revolution in NLP Techniques

Number of pages: 13 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 9 (1,279,555)

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BERT, NLP, Bidirectional, Transformers, Language Modeling, Pretraining, Fine-tuning, Sentiment Analysis, Question Answering, Named Entity Recognition, Natural Language Processing

18.

The Impact of Pretrained Language Models in Cross-Lingual NLP Tasks

Number of pages: 11 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 9 (1,279,555)

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Pretrained language models, cross-lingual NLP, multilingual pretraining, zero-shot learning, machine translation, sentiment analysis, language transfer, transfer learning, low-resource languages, computational efficiency

19.

A Review of Deep Learning Approaches for Question Answering Systems

Number of pages: 14 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 9 (1,279,555)

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Question Answering, Deep Learning, Natural Language Processing, Extractive Models, Abstractive Models, Transformers, BERT, GPT, Neural Networks, Pre-trained Models, Contextual Understanding.

20.

Fine-Tuning Pretrained Models for Low-Resource NLP Tasks

Number of pages: 13 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 8 (1,287,956)

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Fine-tuning, pretrained models, low-resource NLP, transfer learning, domain adaptation, data augmentation, few-shot learning, multilingual models, cross-lingual models, language model overfitting, computational efficiency

21.

Exploring Transformer Models in Natural Language Understanding

Number of pages: 13 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 6 (1,302,229)

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Transformer models, Natural Language Understanding (NLU), self-attention, multi-head attention, machine translation, sentiment analysis, named entity recognition (NER), positional encoding, deep learning, fine-tuning, model interpretability

22.

The Role of Attention Mechanisms in NLP Models

Number of pages: 13 Posted: 01 Apr 2025
Betty Heleen, Muhammad Abubakar and Suresh Dodda
Independent, Independent and Independent
Downloads 6 (1,302,229)

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Attention Mechanisms, NLP Models, Transformers, Self-attention, Sequence-to-sequence, Machine Translation, Multi-head Attention, Text Generation, Sentiment Analysis, Natural Language Understanding.

23.

Deep Learning Approaches for Multilingual Natural Language Processing

Number of pages: 13 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 5 (1,308,129)

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Deep Learning, Multilingual NLP, Neural Machine Translation, Cross-Lingual Models, Transformer Models, Attention Mechanism, Recurrent Neural Networks, Convolutional Neural Networks, Low-Resource Languages, Transfer Learning, Language Bias, Model Scalability, Ethical Considerations

24.

Leveraging Deep Learning in SAP for Stock Level Prediction

Number of pages: 11
Salim Ahmad and Betty Heleen
Independent and Independent
Downloads 4

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Deep Learning, SAP, Stock Level Prediction, Supply Chain Management, Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), Inventory Management, Forecasting, ERP Systems, Machine Learning, Data-Driven Decision Making.

25.

The Evolution of Sequence-to-Sequence Models in NLP Applications

Number of pages: 14 Posted: 07 Apr 2025
Betty Heleen, Muhammad Abubakar and Salim Ahmad
Independent, Independent and Independent
Downloads 3 (1,318,520)

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Sequence-to-Sequence models, NLP, deep learning, machine translation, text summarization, speech recognition, attention mechanisms, Transformer, pre-trained models, BERT, GPT, T5

26.

Machine Learning for Real-Time Inventory Management in SAP

Number of pages: 11
Salim Ahmad and Betty Heleen
Independent and Independent
Downloads 3

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Machine Learning, Real-Time Inventory Management, SAP, Demand Forecasting, Predictive Analytics, Anomaly Detection, Supply Chain Optimization, Reinforcement Learning, ERP, Automation, Operational Efficiency.

27.

Predictive Analytics in SAP for Demand-Driven Inventory Optimization

Number of pages: 12
Salim Ahmad and Betty Heleen
Independent and Independent
Downloads 3

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Predictive Analytics, SAP, Demand-Driven Inventory Optimization, Supply Chain Management, Inventory Forecasting, Machine Learning, Stock Optimization, Replenishment, Demand Forecasting, Operational Efficiency.

28.

Optimizing Supply Chain Efficiency with SAP Integrated AI Models

Number of pages: 11
Salim Ahmad and Betty Heleen
Independent and Independent
Downloads 3

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SAP, Artificial Intelligence, Supply Chain Optimization, Machine Learning, Predictive Analytics, Inventory Management, Demand Forecasting, Procurement, Logistics, Production Planning, Automation, Enterprise Resource Planning (ERP)

29.

AI-Powered Smart Replenishment Strategies in SAP ERP

Number of pages: 12
Salim Ahmad and Betty Heleen
Independent and Independent
Downloads 3

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AI, smart replenishment, SAP ERP, inventory management, predictive analytics, machine learning, supply chain optimization, demand forecasting, automation, operational efficiency, digital transformation, stock management.

30.

AI-Driven Inventory Forecasting in SAP ERP Systems

Number of pages: 11
Salim Ahmad and Betty Heleen
Independent and Independent
Downloads 0

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AI, inventory forecasting, SAP ERP, machine learning, predictive analytics, supply chain optimization, demand forecasting, inventory management, operational efficiency, automation, procurement, stock outs, overstocking, cost reduction.