Search Results - "Computer Learning and Pattern Recognition::Text/Document Processing"

Refurbished embeddings with integrated guidance networks for efficient context-length scaling ; Bağlam uzunluğunu verimli ölçeklemek için entegre rehber ağlarla yeniden düzenlenmiş temsiller

Authors: Çavuşoğlu, Ali Devrim Ekin Akbaş, Emre Department of Computer Engineering

Contributors: Çavuşoğlu, Ali Devrim Ekin Akbaş, Emre Department of Computer Engineering

Subject Terms: Long Document Embeddings, Contrastive Learning, Hierarchical Encoding, Guidance Networks, Document Retrieval, Large Context NLP, Token-Free Training, HDF5 Caching, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/116043

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Bridging AI and Personalization: From Social Media Insights to Targeted Marketing ; Yapay Zeka ve Kişiselleştirme: Sosyal Medya İçgörülerinden Hedefli Pazarlamaya

Authors: Çetinkaya, Yusuf Mücahit Toroslu, İsmail Hakkı Department of Computer Engineering

Contributors: Çetinkaya, Yusuf Mücahit Toroslu, İsmail Hakkı Department of Computer Engineering

Subject Terms: AI-driven personalization, social media, targeted marketing, user segmentation, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Human Computer Interaction

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Relation: https://hdl.handle.net/11511/113348

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Identification and categorization of defects in construction specifications by utilizing NLP ; İnşaat teknik şartnamelerindeki kusurların NLP kullanarak tespiti ve sınıflandırılması

Authors: Madenli, Özgür Atasoy Özcan, Güzide Dikmen Toker, İrem et al.

Contributors: Madenli, Özgür Atasoy Özcan, Güzide Dikmen Toker, İrem et al.

Subject Terms: Construction specification, Machine learning, Natural language processing, Text classification, ChatGPT, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Construction Management, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Informatics in Construction Management, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/113350

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Passage Retrieval on Turkish Legal Texts Using BERT ; BERT Kullanarak Türkçe Hukuk Metinlerinden Pasaj Bulma

Authors: Civelek, Seda Çiçekli, Fehime Nihan Department of Computer Engineering

Contributors: Civelek, Seda Çiçekli, Fehime Nihan Department of Computer Engineering

Subject Terms: Passage Retrieval, Turkish Legal Texts, BM25, BERT, Information Retrieval, Legal Research, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/111363

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Snippet generation using LAIR (Local Alignment for Information Retrieval) ; LAIR (Bilgi Alma için Yerel Hizalama) kullanarak pasaj oluşturma

Authors: Yılmaz, Mert Anıl Çiçekli, Fehime Nihan Department of Computer Engineering

Contributors: Yılmaz, Mert Anıl Çiçekli, Fehime Nihan Department of Computer Engineering

Subject Terms: Information retrieval, Bioinformatics, Local sequence alignment, Snippet generation, Arbis Subjects::Engineering and Technology::Computer Sciences::Bioinformatics, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Natural Language Processing

File Description: 69 pages; application/pdf

Relation: https://hdl.handle.net/11511/104492

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Named entity recognition and explainability analysis on Turkish sports news texts ; Türkçe spor haberleri metinlerinde varlık ismi tanıma ve yorumlanabilirlik analizi

Authors: Kılıç, Yüksel Pelin Karagöz, Pınar Department of Computer Engineering

Contributors: Kılıç, Yüksel Pelin Karagöz, Pınar Department of Computer Engineering

Subject Terms: Named entity recognition, Sports domain, Google BERT, LIME, SHAP, Sequence tagging, Token classification, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/107643

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Analysis of graph and text representation techniques for news recommendation and news classification ; Haber önerme ve sınıflandırmada çizge ve metin gösterim yöntemlerinin analiz edilmesi

Authors: Ağrıman, Mustafa Karagöz, Pınar Department of Computer Engineering

Contributors: Ağrıman, Mustafa Karagöz, Pınar Department of Computer Engineering

Subject Terms: Graph, Graph embedding, Graph mining, News recommendation, News classification, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/96321

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Explainable recommendations using extracted topics from item reviews and word matching ; Açıklamalı önerilerin kullanıcı yorumlarından çıkarsanan kelimeler ve kelime eşleme ile üretimi

Authors: Tunç, Mert Alemdar, Hande Department of Computer Engineering

Contributors: Tunç, Mert Alemdar, Hande Department of Computer Engineering

Subject Terms: Explainable recommendations, Explainable machine learning, Topic extraction, KeyBERT, Yake, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/99455

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Using natural language processing for automated construction contract review during risk assessment at the bidding stage ; Teklif aşamasında risk değerlendirmesi yaparken doğal dil işleme kullanarak inşaat sözleşmelerinin otomatik olarak gözden geçirilmesi

Authors: Eken, Görkem Birgönül, Mustafa Talat Dikmen Toker, İrem et al.

Contributors: Eken, Görkem Birgönül, Mustafa Talat Dikmen Toker, İrem et al.

Subject Terms: Construction contract review, Machine learning, Natural language processing, Text classification, Deep learning, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Construction Management, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Informatics in Construction Management, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/101793

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Exploiting word and sentence embeddings for diversification in crawling and ranking ; Tarama ve sıralamada çeşitlendirme amacıyla kelime ve cümle vektörlerinden yararlanma

Authors: Ünaldı, Can Duran Altıngövde, İsmail Sengör Department of Computer Engineering

Contributors: Ünaldı, Can Duran Altıngövde, İsmail Sengör Department of Computer Engineering

Subject Terms: Word Embeddings, Sentence Transformers, Document Embeddings, Diversification, Focused Crawling, Microblogging, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Text/Document Processing, Arbis Subjects::Engineering and Technology::Computer Sciences::Database and Data Structures::Information Storage and Retrieval

File Description: 100 pages; application/pdf

Relation: https://hdl.handle.net/11511/102533

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Predicting the Academic Influence and Trending Research Topics ; Akademik Etkiyi ve Araştırma Konularının Eğilimini Tahminleme

Authors: Yükselen, Murat Karagöz, Pınar Mutlu, Alev et al.

Contributors: Yükselen, Murat Karagöz, Pınar Mutlu, Alev et al.

Subject Terms: Information flow, Link prediction, Trend prediction, Keyword popularity prediction, Deep learning, Document vector, Classification, Social networks, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Text/Document Processing, Arbis Subjects::Engineering and Technology::Computer Sciences::Algorithms

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Relation: https://hdl.handle.net/11511/99443

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Static Malware Detection Using Stacked Bi-Directional LSTM ; Yığınlanmış Çift Yönlü Uzun-Kısa Süreli Bellek Kullanarak Zararlı Yazılım Tespiti

Authors: Demirci, Deniz Acartürk, Cengiz Department of Cybersecurity

Contributors: Demirci, Deniz Acartürk, Cengiz Department of Cybersecurity

Subject Terms: Malware Detection, static analysis, opcode, Stacked BiLSTM, NLP, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/92152

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AUTOMATICALLY DETECTING TABLE HEADINGS IN WEB PAGES WITH MACHINE LEARNING ; Özdevimli öğrenimi ile web sayfalarındaki tablo başlıklarını otomatik olarak algılama

Authors: Haider, Waqar Yeliz, Yesilada Yilmaz Computer Engineering

Contributors: Haider, Waqar Yeliz, Yesilada Yilmaz Computer Engineering

Subject Terms: Accessibility, Table Mining, Information Extraction, Table Classification, Web Mining, Machine Learning, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Human Computer Interaction, Computer Learning and Pattern Recognition::Text/Document Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/93189

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TRUST-AWARE LOCATION RECOMMENDATION IN LOCATION-BASED SOCIAL NETWORKS ; KONUM TEMELLİ SOSYAL AĞLARDA GÜVEN FARKINDA KONUM ÖNERİSİ

Authors: Cantürk, Deniz Karagöz, Pınar Department of Computer Engineering

Contributors: Cantürk, Deniz Karagöz, Pınar Department of Computer Engineering

Subject Terms: Location-based Social Networks, Location Recommendation, Heterogeneous Information Network Embedding, Information Fusion, Trust Prediction, Trust-aware Recommendation, Random Walk, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Text/Document Processing, Arbis Subjects::Engineering and Technology::Computer Sciences::Database and Data Structures::Information Storage and Retrieval

File Description: application/pdf

Relation: https://hdl.handle.net/11511/92048

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