The 4-volume set LNAI 13935 - 13938 constitutes the proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, which took place in Osaka, Japan during May 25–28, 2023.The 143 papers presented in these proceedings were carefully reviewed and selected from 813 submissions. They deal with new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, big data technologies, and foundations.

Produktinformation

Utgivningsdatum:2023-05-27
Mått:155 x 235 x 29 mm
Vikt:656 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:417
Förlag:Springer International Publishing AG
ISBN:9783031333798

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Big data.- Toward Explainable Recommendation Via Counterfactual Reasoning.- Online Volume Optimization for Notifications via Long Short-Term Value Modeling.- Discovering Geo-referenced Frequent Patterns in Uncertain Geo-referenced Transactional Databases.- Financial data.- Joint Latent Topic Discovery and Expectation Modeling for Financial Markets.- Let the model make financial senses: a Text2Text generative approach for financial complaint identification.- Information retrieval and search.- Web-scale Semantic Product Search With Large Language Models.- Multi-task learning based Keywords weighted Siamese Model for semantic retrieval.- Relation-Aware Network with Attention-Based Loss for Few-Shot Knowledge Graph Completion.- MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense Retrieval.- Isotropic Representation Can Improve Dense Retrieval.- Knowledge-Enhanced Prototypical Network with Structural Semantics forFew-Shot Relation Classification.- Internet of Things.- MIDFA : Memory-Based Instance Division and Feature Aggregation Network for Video Object Detection.- Medical and biological data.- Vision Transformers for Small Histological Datasets learned through Knowledge Distillation.- Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis.- DKFM: Dual Knowledge-guided Fusion Model for Drug Recommendation.- Hierarchical Graph Neural Network for Patient Treatment Preference Prediction with External Knowledge.- Multimedia and multimodal data.- An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance.- Dynamically-Scaled Deep Canonical Correlation Analysis.- TCR: Short Video Title Generation and Cover Selection with Attention Refinement.- ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval.- Recommender systems.- Semantic Relation Transfer for Non-overlapped Cross-domain Recommendations.- Interest Driven Graph Structure Learning for Session-Based Recommendation.- Multi-behavior Guided Temporal Graph Attention Network for Recommendation.- Pure Spectral Graph Embeddings: Reinterpreting Graph Convolution for Top-N Recommendation.- Meta-learning Enhanced Next POI Recommendation by Leveraging Check-ins from Auxiliary Cities.- Global-Aware External Attention Deep Model for Sequential Recommendation.- Aggregately Diversified Bundle Recommendation via Popularity Debiasing and Configuration-aware Reranking.- Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation.- kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval.- Staying or Leaving: A Knowledge-Enhanced User Simulator for Reinforcement Learning Based Short Video Recommendation.- RLMixer: A Reinforcement Learning Approach For Integrated Ranking With Contrastive User Preference Modeling.

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Katsutoshi Yada, Daisuke Katagami, Yasufumi Takama, Takayuki Ito, Akinori Abe, Eri Sato-Shimokawara, Junichiro Mori, Naohiro Matsumura, Hisashi Kashima - Advances in Artificial Intelligence, Häftad

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Katsutoshi Yada, Daisuke Katagami, Yasufumi Takama, Takayuki Ito, Akinori Abe, Eri Sato-Shimokawara, Junichiro Mori, Naohiro Matsumura, Hisashi Kashima

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Advances in Artificial Intelligence

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2021

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Yasufumi Takama, Naohiro Matsumura, Katsutoshi Yada, Mitsunori Matsushita, Daisuke Katagami, Akinori Abe, Hisashi Kashima, Toshihiro Hiraoka, Takahiro Uchiya, Rafal Rzepka - Advances in Artificial Intelligence, Häftad

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Advances in Artificial Intelligence

Yasufumi Takama, Naohiro Matsumura, Katsutoshi Yada, Mitsunori Matsushita, Daisuke Katagami, Akinori Abe, Hisashi Kashima, Toshihiro Hiraoka, Takahiro Uchiya, Rafal Rzepka

Häftad, 2022

2 037 kr

Advances in Artificial Intelligence

Rafal Rzepka, Takahiro Uchiya, Toshihiro Hiraoka, Hisashi Kashima, Akinori Abe, Daisuke Katagami, Mitsunori Matsushita, Katsutoshi Yada, Naohiro Matsumura, Yasufumi Takama

E-bok

2022

2 599 kr

Del 13935

Advances in Knowledge Discovery and Data Mining

Hisashi Kashima, Tsuyoshi Ide, Wen-Chih Peng

Häftad, 2023

909 kr

Advances in Knowledge Discovery and Data Mining

Wen-Chih Peng, Tsuyoshi Ide, Hisashi Kashima

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Advances in Knowledge Discovery and Data Mining : 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 2

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Advances in Knowledge Discovery and Data Mining

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2023

1 852 kr

Advances in Knowledge Discovery and Data Mining : 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 2

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629 kr

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Multiobjective Optimization

Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowiński

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554 kr

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang - Knowledge Graphs, Häftad

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Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

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932 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

571 kr

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson - Advanced Parallel Processing Technologies, Häftad

Nyhet

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Progress in Cryptology - AFRICACRYPT 2026

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David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek - Electronic Participation, Häftad

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David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

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Sustainable Digital Communities

Anneli Sundqvist, Gerd Berget, Jan Nolin, Kjell Ivar Skjerdingstad

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Types for Proofs and Programs

Thierry Coquand, Peter Dybjer, Bengt Nordström, Jan Smith

Häftad, 2000

571 kr

Del 13216

Requirements Engineering: Foundation for Software Quality

Vincenzo Gervasi, Andreas Vogelsang

Häftad, 2022

627 kr

Component-Based Software Engineering

Heinz G. Schmidt, Ivica Crnkovic, George T. Heineman, Judith A. Stafford

Häftad, 2007

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Produktinformation

Utgivningsdatum:2023-05-27
Mått:155 x 235 x 29 mm
Vikt:656 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:417
Förlag:Springer International Publishing AG
ISBN:9783031333798

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Big data.- Toward Explainable Recommendation Via Counterfactual Reasoning.- Online Volume Optimization for Notifications via Long Short-Term Value Modeling.- Discovering Geo-referenced Frequent Patterns in Uncertain Geo-referenced Transactional Databases.- Financial data.- Joint Latent Topic Discovery and Expectation Modeling for Financial Markets.- Let the model make financial senses: a Text2Text generative approach for financial complaint identification.- Information retrieval and search.- Web-scale Semantic Product Search With Large Language Models.- Multi-task learning based Keywords weighted Siamese Model for semantic retrieval.- Relation-Aware Network with Attention-Based Loss for Few-Shot Knowledge Graph Completion.- MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense Retrieval.- Isotropic Representation Can Improve Dense Retrieval.- Knowledge-Enhanced Prototypical Network with Structural Semantics forFew-Shot Relation Classification.- Internet of Things.- MIDFA : Memory-Based Instance Division and Feature Aggregation Network for Video Object Detection.- Medical and biological data.- Vision Transformers for Small Histological Datasets learned through Knowledge Distillation.- Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis.- DKFM: Dual Knowledge-guided Fusion Model for Drug Recommendation.- Hierarchical Graph Neural Network for Patient Treatment Preference Prediction with External Knowledge.- Multimedia and multimodal data.- An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance.- Dynamically-Scaled Deep Canonical Correlation Analysis.- TCR: Short Video Title Generation and Cover Selection with Attention Refinement.- ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval.- Recommender systems.- Semantic Relation Transfer for Non-overlapped Cross-domain Recommendations.- Interest Driven Graph Structure Learning for Session-Based Recommendation.- Multi-behavior Guided Temporal Graph Attention Network for Recommendation.- Pure Spectral Graph Embeddings: Reinterpreting Graph Convolution for Top-N Recommendation.- Meta-learning Enhanced Next POI Recommendation by Leveraging Check-ins from Auxiliary Cities.- Global-Aware External Attention Deep Model for Sequential Recommendation.- Aggregately Diversified Bundle Recommendation via Popularity Debiasing and Configuration-aware Reranking.- Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation.- kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval.- Staying or Leaving: A Knowledge-Enhanced User Simulator for Reinforcement Learning Based Short Video Recommendation.- RLMixer: A Reinforcement Learning Approach For Integrated Ranking With Contrastive User Preference Modeling.

Mer från samma författare

Del 1357

Advances in Artificial Intelligence

Katsutoshi Yada, Daisuke Katagami, Yasufumi Takama, Takayuki Ito, Akinori Abe, Eri Sato-Shimokawara, Junichiro Mori, Naohiro Matsumura, Hisashi Kashima

Häftad, 2021

1 924 kr

Advances in Artificial Intelligence

Hisashi Kashima, Naohiro Matsumura, Junichiro Mori, Eri Sato-Shimokawara, Akinori Abe, Takayuki Ito, Yasufumi Takama, Daisuke Katagami, Katsutoshi Yada

E-bok

2021

2 455 kr

Del 1423

Advances in Artificial Intelligence

Yasufumi Takama, Naohiro Matsumura, Katsutoshi Yada, Mitsunori Matsushita, Daisuke Katagami, Akinori Abe, Hisashi Kashima, Toshihiro Hiraoka, Takahiro Uchiya, Rafal Rzepka

Häftad, 2022

2 037 kr

Advances in Artificial Intelligence

Rafal Rzepka, Takahiro Uchiya, Toshihiro Hiraoka, Hisashi Kashima, Akinori Abe, Daisuke Katagami, Mitsunori Matsushita, Katsutoshi Yada, Naohiro Matsumura, Yasufumi Takama

E-bok

2022

2 599 kr

Del 13935

Advances in Knowledge Discovery and Data Mining

Hisashi Kashima, Tsuyoshi Ide, Wen-Chih Peng

Häftad, 2023

909 kr

Advances in Knowledge Discovery and Data Mining

Wen-Chih Peng, Tsuyoshi Ide, Hisashi Kashima

E-bok

2023

1 085 kr

Advances in Knowledge Discovery and Data Mining : 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 2

Hisashi Kashima, Tsuyoshi Ide

634 kr

Del 13936

Advances in Knowledge Discovery and Data Mining

Hisashi Kashima, Tsuyoshi Ide, Wen-Chih Peng

Häftad, 2023

1 586 kr

Advances in Knowledge Discovery and Data Mining

Wen-Chih Peng, Tsuyoshi Ide, Hisashi Kashima

E-bok

2023

1 852 kr

Advances in Knowledge Discovery and Data Mining : 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 2

Hisashi Kashima, Tsuyoshi Ide

629 kr

Mer från samma serie

Multiobjective Optimization

Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowiński

Häftad, 2008

554 kr

Del 16297

Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

Häftad, 2026

932 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

571 kr

Nyhet

Del 16693

Advanced Parallel Processing Technologies

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson

Häftad, 2026

1 022 kr

Del 16832

Progress in Cryptology - AFRICACRYPT 2026

Nadia El Mrabet, Loubna Ghammam, Francisco Rodríguez-Henríquez

Häftad, 2026

932 kr

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David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

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Del 12051